Skip to content

Release 2022-03 follow-up #1085

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom
Closed
5 of 6 tasks
stonebig opened this issue Jul 10, 2022 · 56 comments
Closed
5 of 6 tasks

Release 2022-03 follow-up #1085

stonebig opened this issue Jul 10, 2022 · 56 comments
Milestone
2022-03 Python-3....

Comments

@stonebig
Copy link
Contributor

stonebig commented Jul 10, 2022 •
edited
Loading

release: october 2022

Wanted:

  • Infrastructure:
    • cpython-3.10.6
    • cpython-3.11.0 (10% to 25% speed-up vs 3.10 on interactive Python applications)
    • github as a full secondary download site
    • no more MKL with pypi, for now, because:

Focus:

  • python-3.11.0 stack debuging:
    • patch patsy
  • infrastructure work:
    • re-implement pipdeptree into wppm, proof-of-concept in docs as a notebook
  • more arrow/rust/wasm, less PyPy/mkl

Postpone:

Hopes/Wishes for 2022/2023:

  • Python speed-up movement:
  • Python ubiquity movement:
    • WASM initiatives (pyodide/pyscript.net/jupyterlite)
  • micromamba option
@stonebig
Copy link
Contributor Author

stonebig commented Jul 10, 2022 •
edited
Loading

audit trail:

b1 (2022-08-07)

interlude Python-3.11.0rc1 (2022-08-09)

  • Proof-of-Concept of pipdeptree workaround, for now in a notebook in docs : https://github.com/winpython/winpython_afterdoc/blob/master/docs/pipdeptree_replacement.ipynb
  • add a depth-limit to the Proof-of-Concept ? (may be smarter than the full tree, and we miss better cycles detection)
  • add the class in separated piptree.py, called from wppm.py to replace pkg_resources (for current distro)
  • add features from pipdeptree in wppm command line
    - wppm -p pandas = packages requirement for pandas (at 2 levels of depth per default)
    - wppm -p pandas[test] = packages requirement for pandas[test] (at 2 levels of depth per default)
    - wppm -l 3 -r pytest = packages upward dependancies to pytest at 3 levels upward
  • WPPM : remove pkg_resources usage (using 'pip inpect' for local distro, 'pip list' for remote)
  • remove pipdeptree and associated patch to force pip internal legacy
  • Experiment on python-3.10 branch : remove MKL from the "default" branch, and maybe create a "mkl" branch later

b2 (2022-08-16)

  • CANCELLED : matplotlib-3.6.0rc1 (networkx down, cartopy down)
  • replace pipdeptree per wppm in winpython_checker
  • duckdb: following this post from a friend-of-the-SQLite , about duckdb and SQLite3/Hustle Edition (roughly all using Arrow Memory motor)
  • Python-3.10.7, Python-3.11.0rc2
  • numba-0.56.2 with numpy-1.23 support

b3 (2022-09-18)

  • xgboost
  • python-3.10.8
  • patch winpython.piptree.py for "wppm -p fastapi" example (toml thing)

b4 (2022-10-16)

  • patch cpython-3.10.8 IDLE bug
  • seaborn-0.12.1, pandas-1.5.1
  • droping MKL wheel, not sustainable without cgohlke
  • waitress
  • ExceptionGroup

b5 (2022-10-23)

  • build: generate <details> and </details> to simplify publication
  • cpython-3.11.0
  • register/unregister cleanup start: (experimental)
    . fix associate.py ,
    . add unregister_python.bat,
    . add wppm options --register and --unregister,
    . move code below winpython package, away from python common area
    . remove the activeX script registration part
  • fix wired/lost build behavior in winpython\build\scripts

image

rc (2022-10-31)

postponed:

  • example: create a csv to pyodide-panel example
  • gradio to replace streamlit ?
  • Spyder still not ok with Ipython>=8, (seems till spyder-5.4.1, end december 2022)
  • bokeh-3.0.0 has not its stack compatible yet

@firai
Copy link
Contributor

firai commented Jul 11, 2022 •
edited
Loading

  • BLAS move (if we loose cgohlke site)

While the UC Irvine LFD site hasn't been taken down yet, the site has already been archived and it seems like Gohlke has stopped compiling new wheels. For example, MKL wheels are not available for Numpy 1.23, which was released 3 days before the last update of the LFD site, or for Numpy 1.23.1. I suppose even he didn't build every release of Numpy against MKL though. Intel's own builds are obviously even further behind (wheels for CPython 3.10 aren't even available yet).

@ivankravets
Copy link

Could you add binaries for Python 3.9.13?

@stonebig stonebig pinned this issue Jul 11, 2022
@stonebig
Copy link
Contributor Author

stonebig commented Jul 16, 2022 •
edited
Loading

Could you add binaries for Python 3.9.13?

There is no resources nor interest nor environmental benefit to maintain & update old cpython-3.x versions.

@RoyiAvital
Copy link

Has anyone tried to contact @cgohlke to know the status?
It will be a big lost, as the MKL is one of the best features of WinPython.

@firai
Copy link
Contributor

firai commented Jul 16, 2022

He announced on that site a month or two ago that UC Irvine LFD lost funding, so the site would be shutting down before July.

@RoyiAvital
Copy link

RoyiAvital commented Jul 16, 2022 •
edited
Loading

I see. Too bad.

I hope he shares his building scripts so it might be replicated.
Maybe even by a GitHub Actions or something?

@stonebig
Copy link
Contributor Author

stonebig commented Jul 17, 2022 •
edited
Loading

Has anyone tried to contact @cgohlke to know the status? It will be a big lost, as the MKL is one of the best features of WinPython.

Hummm, looking at an Intel site, it seems that "pip install mkl" may offer a path forward: "pip install mkl numpy"

@stonebig
Copy link
Contributor Author

stonebig commented Jul 17, 2022 •
edited
Loading

Counting MKL casualties ... at first look, it seems that:

  • fetching MKL + numpy + scipy from pip shall work,
  • but we loose "python-next" ability to get scientific wheels ahead of cPython-3.11 (or PyPy-3.9) official release of these wheels.

So:

  • it may not kill WinPython/MKL,
  • the damage is 3 to 9 months of lag for WinPython ecosystem. For example, SciPy wheel for PyPy-3.8 doesn't officially exist.

@stonebig
Copy link
Contributor Author

stonebig commented Aug 7, 2022 •
edited
Loading

b1 (2022-08-06/0x)

Changes from WinPython 2022-02:

  • Infrastructure:
    • python-3.10.6
    • python-3.11.0rc1
  • New Packages:
    • mkl, intel_openmp,
    • tbats, tbb, pmdarima,
    • missingno, sspyrs
  • Upgraded Packages:
    • scikit-learn-1.1.2, pyarrow-9.0, numba-0.56.0
    • SciPy-1.9.0 (on Python-3.10), fastai-2.7.7, torch-1.12.1
    • jupyterlab-3.4.4, pyzo-4.12.4.dev0
  • variation per version:
    • for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,
MD5 SHA-1 SHA-256 Binary Size SHA3-256
d1ef69786866695a92f5e0afee2678e8 02969dcac7325a751db66afacb5a965ef758da07 8f3442f7824c4e1dd96370f0b0965ee50de28da5b982cb26bab9c7336618c3c2 Winpython64-3.10.6.1dotb1.exe 27 422 957 Bytes e1a1a870d8316e493baea608f6ad0278ce8090eb97783a0747c1de8ded6a299a
e28245aeff00dac838d23abc1ae1c4b3 aef7f5a9910985a8672f98dab954447fa5e34d61 a03d95a7fe34c5d7811b4d39250da43994e8da54a4d09790cbb95224b14228af Winpython32-3.10.6.1dotb1.exe 26 194 508 Bytes 61b65601e9b2b7a9707ed05c485c4c030fc1708608d1fe665eb37356dd8786ee
89cafaaeae4d72ba04ba03b6be26941c e47cc57875e4caf3d1d1716bf3340d380f994c9c 5d029b45227195ef2a21c9ac1a5070e229cedc441030e92a54911d183ab7331f Winpython64-3.10.6.1b1.exe 818 844 345 Bytes ed2513b70619c8855919a72950f3d289d1d1fbd2e8f0618dc2e4c067a3c411ae

Areas of particular interest for testers:

Next build effort:

  • improve Windows Terminal launcher
  • grow and debug Python-3.11.0rc stack, Qt6 stack

@RoyiAvital
Copy link

@stonebig , Does it mean you were able to overcome the MKL issues?

@stonebig
Copy link
Contributor Author

stonebig commented Aug 7, 2022

@stonebig , Does it mean you were able to overcome the MKL issues?

Winpython64-3.10.6.1b1.exe of today is made with intel MKL standard wheel.
Not sure it's all perfect yet in every corner: testing and feedback is recommanded.

@RoyiAvital
Copy link

@stonebig , I will test it.
What I meant is that you wrote that the Intel distribution of NumPy / SciPy is behind the release cycle.
Did you find an alternative which is updated with each release of NumPy / SciPy and in a timely manner?

@stonebig
Copy link
Contributor Author

stonebig commented Aug 7, 2022 •
edited
Loading

@stonebig , I will test it. What I meant is that you wrote that the Intel distribution of NumPy / SciPy is behind the release cycle. Did you find an alternative which is updated with each release of NumPy / SciPy and in a timely manner?

on "current" cpython, it shall remain timely. The problem is for PyPy or un-final-released cpython-3.11
Winpython64-3.10.6.1b1.exe is uploaded on sourceforge now

@stonebig
Copy link
Contributor Author

stonebig commented Aug 9, 2022 •
edited
Loading

interlude (2022-08-09): Python-3.11.0rc1 (following python-3.11.0rc1 development cycle)

The Winpython-3.11.0.0 versions follows the cycle of Python-3.11.0 (alphas, betas, release_candidates).
It is intend for enthousiasts and testers willing to find bugs and contribute issues or patchs upstreams.
It shall help python-3.11.0 final hitting the ground running.

Apparently:

  • we have a semi-complete Qt stack working now
  • patsy and pipdeptree needed some love
  • pyzo needs some love.

The 3.11.0.1 will actually be "for true release" and follow the normal scheme

Changes from Python-3.11.0b4 :

  • infrastructure:
    • Python-3.11.0rc1,
    • improved "Windows Terminal" icon launcher
    • the core binary wheels (numpy, scipy) remain the last loved ones from Christoph Gohlke, as there is on official wheel yet
  • new packages:
    • the PyQt6 Stack: Qtconsole, PyQtGraph, guidata formlayout, pyzo ... looks not bad but pyzo fails for whatever reason

Areas of particular interest for testers:

  • cpython-3.11.0 noticeable responsiveness,
  • Pyzo failing

Next build effort:

  • hope someone finds why pyzo is not happy.
  • official wheels (if it can exist outside of Christoph Gohlke during rc phase of python-3.11.0... 20% speed-up is the honney pot)
MD5 SHA-1 SHA-256 Binary Size SHA3-256
29dbaebee6c9cf916b9d5c2ec443f9c9 9b12cc5de33e6fb689403e4381a0cb56def62631 45b4d1213918ff5a294d1d5d35fef39d6d960b6fafc0634afd062a825738562e Winpython64-3.11.0.0rc1.exe 594 622 799 Bytes 62eee5c4e618f84b9320cfe2dad4f04b07226af4be5e7076121b5b1746724386
ef446e563f6f90bb54a253f2df83e994 f2bd214dc542ade49bdc7d32db74dbe4d3d1245a 689f4c106aaca893b6f84fefa4c8847cc76e5ff026c85de61f8f3c7802e98a07 Winpython64-3.11.0.0dotrc1.exe 24 390 514 Bytes 2696710ae016579c539d98b475c131b14293fdf175b13eb344fe04f7c7210c0a

download is at:
https://sourceforge.net/projects/winpython/files/WinPython_3.11/3.11.0.0/betas/

WinPython 3.11.0.0

The following packages are included in WinPython-64bit v3.11.0.0 rc1.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.1 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
beautifulsoup4 4.11.1 Screen-scraping library
black 22.6.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.33 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.5.18.1 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.8.0 Parallel PyData with Task Scheduling
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.8.0 Distributed scheduler for Dask
django 4.0.5 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 0.9.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.79.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flask 2.1.3 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.12 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.0 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.12.0 Read metadata from Python packages
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
ipycanvas 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
joblib 1.1.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.1 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.4 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.5.2 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.29.30133 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
mypy 0.971 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.3 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.5 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.22.4+mkl NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.2+dev A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.2.2 The PyPA recommended tool for installing Python packages.
pipdeptree 2.2.1 Command line utility to show dependency tree of packages
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.9.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.13.60 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyqt6 6.2.2
pyqt6_qt6 6.2.2
pyqt6_sip 13.4.0
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.4.1 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytz 2022.1 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.1 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 63.4.2 Easily download, build, install, upgrade, and uninstall Python packages
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.1 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 4.8.20220808 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstd 1.5.2.5 ZSTD Bindings for Python

@stonebig
Copy link
Contributor Author

stonebig commented Aug 13, 2022 •
edited
Loading

b2 (2022-08-15: infrastructure modernization)

Changes from WinPython 2022-03 b1:

  • Infrastructure:
    • improved Windows Terminal launcher
    • wppm rework to not use dying pkg_resources of pip, but 'pip list' or 'pip inspect' instead
    • integrate dying pipdeptree features in wppm command line
      - wppm -p pandas = packages requirement for pandas (at 2 levels of depth per default)
      - wppm -p pandas[test] = packages requirement for pandas[test] (at 2 levels of depth per default)
      - wppm -l 3 -r pytest = packages upward dependancies to pytest at 3 levels upward
      - example: https://github.com/winpython/winpython_afterdoc/blob/master/docs/pipdeptree_replacement.ipynb
  • New Packages:
  • Upgraded Packages:
  • Removed Packages:
    • pipdeptree
  • variation per version:
    • for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

Areas of particular interest for testers:

  • improved Windows Terminal launcher
  • wppm improved version (on non-roman alphabet) to test: russian, korean, chinese, ...
    • wppm command line to browse the distro works:
      • try wppm -p pandas
    • wppm windows version still works:
      • you see your list of packages,
      • you see a different list of packages if you point at another python-3 installation

Next build effort:

  • Python-3.11 stack: numba
MD5 SHA-1 SHA-256 Binary Size SHA3-256
c011894729edca5aac940adc8089d102 21812e597bf910c2c23500dc6b9a9c72de38a85f 75e73bbdd8dd43c815bd198f6a1f4dc00795d02ce2f2ec597111425c5f004429 Winpython64-3.10.6.1dotb2.exe 27 446 291 Bytes 7d301b0d872ec50ddce7858ef91f3d173a0630df89d51da114fdb4ca1a87838e
31267e493b68b9d91f2e753bcfccdcd2 b0d7e44ce82a9d80e912f9a01c416ec29363a24a 7ce0e86b8f428b8ba8d5e6fbb7c1d797ac24370f339f4c1816a10e1c1ffdf8cd Winpython32-3.10.6.1dotb2.exe 26 217 438 Bytes c49f4ff02a26cb289e6fa5a7c1fd35a5cac071cfbb1cfdf6a23b84ee85b1f2ac
236b8b9aa2f5e0db3d45762ae0c2ae68 b296dab32b07e4cc0555f5397fde312d93ff5cec 08c16d7e4dd3f166c69aa595a8645fb8db3f3713b80d9c2898034f149540887d Winpython64-3.10.6.1b2.exe 818 306 506 Bytes c186013a33c1854b248d74045c04e0c8c4f30d8f6376ebcfc66fde835d61548a

WinPython 3.10.6.1

The following packages are included in WinPython-64bit v3.10.6.1 b2.

### Tools
Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.6 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.1 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.0.4 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.6.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.8 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.4.0 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.33 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.5.18.1 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.8.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.1 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.8.0 Distributed scheduler for Dask
django 4.0.5 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.7 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.79.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.1 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.3 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.12 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.10.2 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.5.1 An implementation of Gaussian Processes in Pytorch
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.0 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.12.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intel_openmp 2022.1.0
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.12.0 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.1 IPython Kernel for Jupyter
ipyleaflet 0.17.0 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.1 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.1.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.1 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.4 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.14.0 JupyterLab Server
jupyterlab_widgets 1.1.0 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
llvmlite 0.39.0 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.5.3 Python plotting package
matplotlib_inline 0.1.3 Inline Matplotlib backend for Jupyter
maturin 0.13.0 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl 2022.1.0
mkl_service 2.4.0 Python bindings to some MKL service functions
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.29.30133 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.971 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.3 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.5 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.0 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.22.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.3.4 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.2+dev A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.2.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.9.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.0 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.6 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.9.1 The sip module support for PyQt5
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.1 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.6 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.1 Jupyter Qt console
qtpy 2.2.0.dev0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.17.0 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.2 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.0 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.11.2 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 64.0.3 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.4.0.dev0 The Scientific Python Development Environment
spyder_kernels 2.3.2 Jupyter kernels for Spyder's console
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
srsly 2.4.4 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.19.1 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.10.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tbb 2021.6.0 Intel(R) Threading Building Blocks
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.0 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.1 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.3.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.3.3 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 5.0.20220813 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

@RoyiAvital
Copy link

RoyiAvital commented Aug 13, 2022 •
edited
Loading

@stonebig , When you say MKL is added, do you mean you add the wheel for MKL but also a version of NumPy and SciPy which are compiled with MKL, right?

Could you share the links to those wheels?

@stonebig
Copy link
Contributor Author

stonebig commented Aug 13, 2022 •
edited
Loading

@stonebig , When you say MKL is added, do you mean you add the wheel for MKL but also a version of NumPy and SciPy which are compiled with MKL, right?

Could you share the links to those wheels?

No, the hope is that the standard wheel of numpy see and choose the mkl. The mkl itself is a shared dll

@RoyiAvital
Copy link

@stonebig , I think it won't. I think one must build NumPy / SciPy in a way that utilize MKL.
Do you have any hint to think differently?

@stonebig
Copy link
Contributor Author

stonebig commented Aug 13, 2022 •
edited
Loading

Humm, maybe you're right, https://www.intel.com/content/www/us/en/developer/articles/tool/oneapi-standalone-components.html#python

or

https://stackoverflow.com/questions/69986869/how-to-enable-and-disable-intel-mkl-in-numpy-python#:~:text=MKL%20is%20a%20separate%20package,even%20BLIS%20or%20reference%20BLAS.

I don't know how to check mkl is used per numpy
If you can find à heck test or command

@stonebig
Copy link
Contributor Author

stonebig commented Aug 13, 2022 •
edited
Loading

@stonebig , When you say MKL is added, do you mean you add the wheel for MKL but also a version of NumPy and SciPy which are compiled with MKL, right?

Could you share the links to those wheels?

so the possible link is this one, https://pypi.org/project/intel-numpy/#files
and https://pypi.org/project/intel-scipy/1.7.3/#files
... but it stops at python-3.9 ... you trade python-3.10 freshness and speed-up to get mkl.... wired

If the mkl is unusable in current python without cgohlke , mkl will go away to make room for alternatives.

winpython 2022-03b1 python 3.10
image

winpython 2022-03b1 python 3.11 (so we notice cgohlke was recompiling intel_numpy)
image

@RoyiAvital
Copy link

RoyiAvital commented Aug 14, 2022 •
edited
Loading

This is Intel NumPy, They recompile it with MKL. It seems your path is just add the MKL DLL's not a recompiled NumPy?

What I'm saying is that I'm not sure just adding the DLL is enough without recompilation. What do you think?

@stonebig
Copy link
Contributor Author

stonebig commented Aug 14, 2022 •
edited
Loading

This is Intel NumPy, They recompile it with MKL. It seems your path is just add the MKL DLL's not a recompiled NumPy?

What I'm saying is that I'm not sure just adding the DLL is enough without recompilation. What do you think?

interesting thread here scipy/scipy#11812

and so mkl/numpy/scipy shall come from the same nest.... like cgohlke's lost one.

@RoyiAvital
Copy link

Yea, This is similar to LibTrampoline project at Julia. The question if this was implemented. It doesn't seem so.

@stonebig
Copy link
Contributor Author

stonebig commented Aug 14, 2022 •
edited
Loading

Yea, This is similar to LibTrampoline project at Julia. The question if this was implemented. It doesn't seem so.

As I see numpy contributors in 'PyPy' and 'https://data-apis.org/array-api/latest/", I suppose:

  • the problematic is being handled,
  • and just keep upgrading to latest cpython and latest numpy/numba compatible will get us to awesomeness.

These people are very busy making their Mac M1 & M2 working at maximum speed, so the 'MKL' thing can be percieved as 'passé'.

The constant move to 'latest' remains the strategy to:

  • simplify WinPython by droping legacy (as defined per other package maintainers),
  • anticipate needed changes, (like recent 'pip', 'datas-api', .... cgohlke site being archived .... )
  • keep it maintainable/on maintained code of others.

'MKL' is becoming a numpy's legacy, otherwise it would be simpler to use it in official python-3.10/numpy

@RoyiAvital
Copy link

Where did you get the notion it becomes a legacy? There is no alternative, yet at least, to MKL on the x86 sphere where WinPython is targeting. OpenBLAS isn't close when you use LAPACK functions.
If WinPython switches to OpenBLAS it means the performance will deteriorate for numerical work much much more than the 30-40% achieved in Python 3.11 (Which won't help with numerical work).

What about replicating @cgohlke recipes to build NumPy and SciPy?
I tried approaching him, yet I did not get any response. Maybe you can try? He'll probably answer you.

@stonebig
Copy link
Contributor Author

Where did you get the notion it becomes a legacy?

'pip intel-numpy' is not available for python-3.10, from the company which shall be the most motivated to feed it to you.

@RoyiAvital
Copy link

It is because their distribution isn't popular.
Most of the people use Conda and they have NumPy with MKL (This is the default) on their repository.

So maybe using the package from Conda is the solution here?

@RoyiAvital
Copy link

Maybe in the long run, this might help: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2209877.

@stonebig
Copy link
Contributor Author

Will be done by july 2025, not exactly tomorrow.....

@RoyiAvital
Copy link

I wrote in the long run :-).
If we get the recipes from @cgohlke I will be trying to replicate them for WinPython. But can we get in touch with him? Have you tried?

@stonebig
Copy link
Contributor Author

I wrote in the long run :-). If we get the recipes from @cgohlke I will be trying to replicate them for WinPython. But can we get in touch with him? Have you tried?

No There is no fun nor interest nor strategy that would motivate such a move/burden. It can only be done and sustained per a way bigger organization.

@RoyiAvital
Copy link

I don't need to recreate all the recipes he created, Only NumPy and SciPy.

@stonebig
Copy link
Contributor Author

There is a new contender lfortran that smells interesting, to replace intel fortran:

@RoyiAvital
Copy link

It is a compiler, It won't make OpenBLAS faster than MKL. In MKL the kernels are written in assembly. The magic isn't the Intel compiler, it is the kernels.

@stonebig
Copy link
Contributor Author

It is a compiler, It won't make OpenBLAS faster than MKL. In MKL the kernels are written in assembly. The magic isn't the Intel compiler, it is the kernels.

That is something only Christoph Gohlke, or Intel or Microsoft, can carry on with the required care, and forward-looking care in case of Christoph.

@RoyiAvital
Copy link

What about out of the box idea?
Maybe build WinPython around MicroMamba?

It is a single file to start with, so all the scripts will be much easier around it.

@stonebig
Copy link
Contributor Author

stonebig commented Sep 17, 2022 •
edited
Loading

it's indeed a possible path. Even if it's done per frenchies, I'm a bit unsettled per the server domain https://micro.mamba.pm

@RoyiAvital
Copy link

What do you mean by:

I'm a bit unsettled per the server domain https://micro.mamba.pm

@stonebig
Copy link
Contributor Author

stonebig commented Sep 17, 2022 •
edited
Loading

pm = St Pierre & Miquelon
there is also this https://henryiii.github.io/level-up-your-python/live/lab/index.html

@stonebig
Copy link
Contributor Author

the demise of https://www.lfd.uci.edu/~gohlke/pythonlibs/ and also indirectly the fall-of-the-tree of intel are problems.

@stonebig
Copy link
Contributor Author

stonebig commented Sep 18, 2022 •
edited
Loading

b3 (2022-09-18: Python updates)

Changes from WinPython 2022-03 b1:

  • Infrastructure:
    • cPython-3.10.7,
    • cPython-3.11.0rc2
  • New Packages:
    • duckdb: [fast] "SQL" OLAP analytics (over pandas , parquet, csv, ...)
  • Upgraded Packages:
    • msvc-runtime-14.32.31326
    • numpy-1.23.3 for python-3.10
    • numba-0.56.2 , pandas-1.4.4
    • polars-0.14.11
  • Removed Packages:
  • variation per version:
    • for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

Areas of particular interest for testers:

  • numba with numpy-1.23.3 on Python-3.10
  • duckdb, polars ... : the 'next generation' of pandas.

Next build effort: rc

  • Python-3.11.0 final
MD5 SHA-1 SHA-256 Binary Size SHA3-256
b8824a2db66626ca186980ff97038909 8e1e9b416ef6cabd9bbd2f35ae699b1b6f770c90 ca45cde9be759c2360854459f4fa1085c094106d0805d4b909da920578de403e Winpython64-3.10.7.0dotb3.exe 27 481 953 Bytes 7468afbf86f5952af922a6a05d333ca085196332bb31f1d4429ca7e18eb5a3d5
134badae3901b5d7a425a1184a3dcc30 76241240a5adb4f81a64b2108746ced37d4ebf24 fdd56009cc26843f3764b8660214e24410af2a696c6196ee8effc99e4ae838ef Winpython32-3.10.7.0dotb3.exe 26 262 652 Bytes 1d04b470469a3a1dea47c24a699f452dd6bbf5c3f03dbbbb6a695b3e8066fb02
b916b7feb1d9525cafe34b5f2f7598b6 cad7752c3b2d1d80afc38d1a813acfde7828d9f9 950b839137ab1a66fe33de7c91263285a872ac2a9020a8a918324fe8075a3fa2 Winpython64-3.10.7.0b3.exe 824 807 263 Bytes 3d7a63d15098566d89ceb94de1e09704ef6738ae71577852d5d43f6dcbf400a9
e9d497e6b100718e9611d64391ba3bf4 1d36cc0c843e918eacfc188366106ffb1ca7a7a0 0846de243b8db99d30a8bb2da17453f2f0958cf5044db5112dfc0fe4d99cbadb Winpython64-3.11.0.0rc2.exe 594 106 503 Bytes d6a9a11c9c0cf6b4670cdab67a18e066c1a6277fefec1f8b6857f95fbeba9eb1

WinPython 3.10.7.0

The following packages are included in WinPython-64bit v3.10.7.0 b3.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.7 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.1 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.0.4 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.6.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.8 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.4.0 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.5.18.1 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.9.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.1 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.9.1 Distributed scheduler for Dask
django 4.0.5 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.4.0 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.7 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.79.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.1 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.1.3 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.12 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.10.2 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.5.1 An implementation of Gaussian Processes in Pytorch
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.0 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.12.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intel_openmp 2022.1.0 Intel OpenMP* Runtime Library
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.3 IPython Kernel for Jupyter
ipyleaflet 0.17.1 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.1.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.1 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.11.1 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.7 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.15.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
llvmlite 0.39.0 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.5.3 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.0 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl 2022.1.0 Intel� oneAPI Math Kernel Library
mkl_service 2.4.0 Python bindings to some MKL service functions
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.971 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.3 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.6 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.2 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.3 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post4 OSQP: The Operator Splitting QP Solver
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.4 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.2+dev A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.2.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.9.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.11 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.6 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.9.1 The sip module support for PyQt5
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.1 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.6 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 24.0.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.17.0 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.2 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.0 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.0 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 59.8.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
srsly 2.4.4 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.19.1 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tbb 2021.6.0 Intel(R) Threading Building Blocks
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.0 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.1 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 5.0.20220918 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

WinPython 3.11.0.0

The following packages are included in WinPython-64bit v3.11.0.0 rc2.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.1 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
beautifulsoup4 4.11.1 Screen-scraping library
black 22.6.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.5.18.1 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.0 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.9.1 Parallel PyData with Task Scheduling
dask_image 2021.12.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.0.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.9.1 Distributed scheduler for Dask
django 4.0.5 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 0.9.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.79.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.15.3 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flask 2.1.3 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.12 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.12.1 Make beautiful maps with Leaflet.js & Python
fonttools 4.34.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
graphene 3.1 GraphQL Framework for Python
graphql_core 3.2.1 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.0 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.13.2 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.46.9 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.19.3 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 4.12.0 Read metadata from Python packages
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.15.3 IPython Kernel for Jupyter
ipyleaflet 0.17.1 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
joblib 1.1.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.1 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.18.1 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.7 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.15.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.5.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.7.4 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
mypy 0.971 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.3 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.6.6 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.4.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.5 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.6 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.4.12 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.22.4+mkl NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.1.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.4.3 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.13.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.2+dev A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.2.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.9.0 An open-source, interactive graphing library for Python
plotnine 0.9.0 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.11 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.14.1 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.9.2 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyqt6 6.2.2
pyqt6_qt6 6.2.2
pyqt6_sip 13.4.0
pyqtgraph 0.12.4 Scientific Graphics and GUI Library for Python
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytz 2022.1 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.0 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.17.0 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.1 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.8.1 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.0 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 64.0.3 Easily download, build, install, upgrade, and uninstall Python packages
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.2 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.3.0 Extract data from python stack frames and tracebacks for informative displays
starlette 0.19.1 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.8.9 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.0.1 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.15.0 Terminals served to xterm.js using Tornado websockets
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.1 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.21.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.3.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.1 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.2 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.1.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 5.0.20220918 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.1.0 WebSockets state-machine based protocol implementation
xarray 2022.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.8.0 Backport of pathlib-compatible object wrapper for zip files
zstd 1.5.2.5 ZSTD Bindings for Python

@hiccup7
Copy link

hiccup7 commented Sep 20, 2022

Do I understand correctly that WinPython-64bit v3.10.7.0 b3 uses pip to install numpy and scipy from the following links?
https://pypi.org/project/numpy/
https://pypi.org/project/scipy/

If so, why does WinPython-64bit v3.10.7.0 b3 contain scipy v1.9.0? scipy v1.9.1 was released 2022-August-26.

@stonebig
Copy link
Contributor Author

Do I understand correctly that WinPython-64bit v3.10.7.0 b3 uses pip to install numpy and scipy from the following links? https://pypi.org/project/numpy/ https://pypi.org/project/scipy/

If so, why does WinPython-64bit v3.10.7.0 b3 contain scipy v1.9.0? scipy v1.9.1 was released 2022-August-26.

well, it's a miss

@stonebig
Copy link
Contributor Author

stonebig commented Oct 16, 2022 •
edited
Loading

b4 (2022-10-16: Python updates)

Changes from WinPython 2022-03 b3

  • Infrastructure:
    • cPython-3.10.8,
    • a bug corrected in winpython pipdeptree replacement: "wppm -p" and "wppm -r"
    • upgraded some pyscript examples to 2022.09.1 syntax
  • New Packages:
    • xgboost (because in panel pyodide example)
    • exceptiongroup (backport from Python-3.11, for trio)
  • Upgraded Packages:
    • numpy-1.23.4 for python-3.10
    • numba-0.56.3 , pandas-1.5.0
    • polars-0.14.19, panel-0.14.0, jupyterlab-3.4.8
    • trio-0.22.0
  • Removed Packages:
  • variation per version:
    • for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

Areas of particular interest for testers:

  • numba with numpy-1.23.4 on Python-3.10
  • duckdb, polars ... : the 'next generation' of pandas,
  • pyodide / pyscript examples

Next build effort: rc

  • Python-3.11.0 final
MD5 SHA-1 SHA-256 Binary Size SHA3-256
1315e0cb3023b34c5178aa3bab20ddd3 2974535db7a1ea1a1edd35380aff5a955b09e125 06159df6a2b7ea7d4cc51b7fd8003f7b8797e75807cf82cdefd54cf7b6e06dfa Winpython64-3.10.8.0dotb4.exe 27 485 071 Bytes 22519498a5d6b1e9023842d703df2c2236e5e523379888a0cc7569daee7b9cd1
c4112eb524196316ccf711df97820ceb 7eccc437a5c1dd750514d7ce9753e149fffe835f ac8eaa0e3f90fe79c45a62159a6bc194387b279bfc467a81a5d4d203b311bcc2 Winpython32-3.10.8.0dotb4.exe 26 269 280 Bytes 378ac2fbd6a0076a25fc7e28595a6c33783fef12990ade3cf8d47188d4aa9250
85538a05af371eb884992412d721b3d6 7625e97437a4c868d3f5f50061478de896083126 8ce40dc5348b0a84363f6d137e58d545c1e5a5497b95842b05f73c4dfa1eeaae Winpython64-3.10.8.0b4.exe 828 566 769 Bytes 514502af7c11005e3d979646250998d4611ea752ba7ce3dc88b978cc9fc1241e

WinPython 3.10.8.0 b4

The following packages are included in WinPython-64bit v3.10.8.0 b4.

### Tools
Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.8 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.1 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.1 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.8 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.0.4 Composable command line interface toolkit
click_default_group 1.2.2 Extends click.Group to invoke a command without explicit subcommand name
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.61.1 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.1 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.10.0 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.1 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0rc9
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.7 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.10.2 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.26 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intel_openmp 2022.2.0 Intel OpenMP* Runtime Library
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.0 IPython Kernel for Jupyter
ipyleaflet 0.17.1 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.1 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.2 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.8 The JupyterLab notebook server extension.
jupyterlab_git 0.34.2 A server extension for JupyterLab's git extension
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.1 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.0 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1
llvmlite 0.39.0 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.5.3 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mkl 2022.2.0 Intel� oneAPI Math Kernel Library
mkl_service 2.4.0 Python bindings to some MKL service functions
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.982 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.5 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.1 A web-based notebook environment for interactive computing
notebook_shim 0.1.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.3 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.0 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.0 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.10.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.1 Python's forecast::auto.arima equivalent
polars 0.14.19 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.6 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.9.1 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_baseconv 1.2.2 Convert numbers from base 10 integers to base X strings and back again.
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.6 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 24.0.1 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.1.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.11 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.2 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.2 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.0 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.26 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.4 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tbb 2021.7.0 Intel(R) Threading Building Blocks
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.16.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.0 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.5 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.18.3 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 5.0.20221016 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

@RoyiAvital
Copy link

I don't see why you add MKL.
Just adding it while using the regular NumPy and SciPy packages doesn't do a thing.
It just takes a volume but nothing is using it.

@stonebig
Copy link
Contributor Author

I don't see why you add MKL. Just adding it while using the regular NumPy and SciPy packages doesn't do a thing. It just takes a volume but nothing is using it.

I had a doubt. Did you experiment a bit with mamba ?

@RoyiAvital
Copy link

Yes. It worked like conda just much much faster.

It seems you'll be able to create a portable distribution around it much easier.

@stonebig
Copy link
Contributor Author

stonebig commented Oct 23, 2022 •
edited
Loading

b5 (2022-10-23: python-3.10.8 IDLE fix, python-3.11 preparation)

Changes from WinPython 2022-03 b4

  • Infrastructure:
    • fixed the Python-3.10.8 idle bug (of cpython-3.10.8)
  • New Packages:
    • waitress
    • ExceptionGroup (for 3.10)
  • Upgraded Packages:
    • anyio, pandas, ...
  • Removed Packages:
    • mkl is removed: no native support per numpy,
  • variation per version:
    • "dot" version contains nothing but msvc_runtime, setuptools, wheel, winpython, and sqlite_bro

Areas of particular interest for testers:

  • idle, pyscript examples (that would work in a "dot" environnment)

Next build effort: rc

  • Python-3.11.0 final (and hopefully some missing packages will be build)
MD5 SHA-1 SHA-256 Binary Size SHA3-256
3cc00ef9f7584b24b65be8759a9fdff4 10b3eb01e72e25d085568522c4a7c857b595d544 6746b9e41b2b982965f004a00a6ebedd72eb3228804caa7880598ac9a1da7c03 Winpython64-3.10.8.0dotb5.exe 27 486 393 Bytes 6b3b0a8d1b7d59e4e2d261401c5e6412f0d38dcbbf48d92b9c71db12532bb071
d684fade00ddb59985a645c632536895 0c99d28345296b75ab732d00cb18c2579df49c6b c1be752c8cb0b0be79c2c34aee30e5b3905f567d463eb664358e2c968516b13e Winpython32-3.10.8.0dotb5.exe 26 268 352 Bytes 803dc69bdc81c55dbdff52ab2ca0fa4c5359e0475f123b68dfdf1a5015ebf03d
faf861629e7ec92565ef4afbcaa438be a5b7bc019801712dcc6009e85f9cdaa3ece52f08 93449163625279dc694bddcf1dccb4e303bfd19ea5eb73f78b50012625e2d84d Winpython64-3.10.8.0b5.exe 702 498 311 Bytes dfc306bb1e55bf9d600caef73760aed45c7fc2aac93d80c73eed2753870eee0a
65ea92619edd1a6713562ff84f9f64f1 125537f9965129f3de073de349a4cf2416f4c3a5 5bc558f3e34303b51e0243bd74d83afc203c300dc02820df7b2ec33bfd290691 Winpython64-3.11.0.1b5.exe 470 838 349 Bytes b46d9c7f700a755856f651d898650aea6fed214f311110afa908ffb43ec89210
65ea92619edd1a6713562ff84f9f64f1 125537f9965129f3de073de349a4cf2416f4c3a5 5bc558f3e34303b51e0243bd74d83afc203c300dc02820df7b2ec33bfd290691 Winpython64-3.11.0.1b5.exe 470 838 349 Bytes b46d9c7f700a755856f651d898650aea6fed214f311110afa908ffb43ec89210

WinPython 3.10.8.0

The following packages are included in WinPython-64bit v3.10.8.0 b5.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.8 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.11.5 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
contourpy 1.0.4
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.6 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.0 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.62 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.10.0 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.1 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0rc9 Backport of PEP 654 (exception groups)
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.7 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.10.2 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.0 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.8 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.0 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.982 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.5 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.1 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.3 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.0 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.10.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.1 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.6 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.9.1 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.6 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 24.0.1 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.0 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.11 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.2 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.9 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.4 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.16.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.2.2 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.0 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.5 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 5.0.20221023 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.17.0 Zstandard bindings for Python

WinPython 3.11.0.1

The following packages are included in WinPython-64bit v3.11.0.1 b5.

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
amply 0.1.5 Amply allows you to load and manipulate AMPL/GLPK data as Python data structures
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.11.5 An abstract syntax tree for Python with inference support.
asttokens 2.0.5 Annotate AST trees with source code positions
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.7.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
beautifulsoup4 4.11.1 Screen-scraping library
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.1.7 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.4 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
coverage 6.4.1 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.0 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.62 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
dill 0.3.5 serialize all of python
distlib 0.3.4 Distribution utilities
distributed 2022.10.0 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 1.1.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.7.1 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.0 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 8.4.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 7.7.1 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.4.8 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.5.2 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
mccabe 0.7.0 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mkl_service 2.4.0 Python bindings to some MKL service functions
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
mypy 0.971 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.5 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nltk 3.7 Natural Language Toolkit
notebook 6.5.1 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.0 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.2.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.10.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.0.0rc1 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.3 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.9.1 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.14.0 python code static checker
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyqt6 6.2.2 Python bindings for the Qt cross platform application toolkit
pyqt6_qt6 6.2.2 The subset of a Qt installation needed by PyQt6.
pyqt6_sip 13.4.0 The sip module support for PyQt6
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.3.0 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.5 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.6.2 Alternative regular expression module, to replace re.
reportlab 3.6.10 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.1 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.0.2 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
sqlalchemy 1.4.39 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
stack_data 0.5.1 Extract data from python stack frames and tracebacks for informative displays
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.16.0 Terminals served to xterm.js using Tornado websockets
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.5 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 3.6.1 IPython HTML widgets for Jupyter
winpython 5.0.20221023 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstd 1.5.2.5 ZSTD Bindings for Python

@botkero
Copy link

botkero commented Oct 25, 2022

Hello, it is possible to upgrade the python version of WinPython or do I have to reinstall it again? Sorry, if it not the right space, but I couldn't find any information about this topic.

@stonebig
Copy link
Contributor Author

Hello, it is possible to upgrade the python version of WinPython or do I have to reinstall it again? Sorry, if it not the right space, but I couldn't find any information about this topic.

Installing/unzipping a new version is the suggested method.

@stonebig
Copy link
Contributor Author

stonebig commented Oct 30, 2022 •
edited
Loading

rc (2022-10-30: )

Changes from WinPython 2022-03 b5

  • Infrastructure:
    • rework the register / unregister (experimental legacy Python way, not 'py' way):
      • register/unregister are wppm option, so don't need Qt
      • it still needs pywin32 to do more than minimal purpose to launch python when double-clicking on a .py file.
    • remove some historic & forgotten practice in the building code (causing unclear behavior)
  • New Packages:
  • Upgraded Packages:
  • Removed Packages:
  • variation per version:
    • "dot" version contains nothing but msvc_runtime, setuptools, wheel, winpython, and sqlite_bro
    • all version are now MKL-less and PyQt5 (again), to have Spyder naturally ok.
    • Python-3.10.8 ships with SQLite-3.37.2 , python-3.11.0 ships with SQLite-3.38.4

Areas of particular interest for testers:

  • for the adventurous, "--register and "--unregister" options.
  • 3.11 speed-up: on a [more recent] laptop since this summer, the speed-up from Python-3.10.8 to Python-3.11.0
    on a pure python "sudoku_norvig_for_comparison_of_complexity.py", with a lot of yield and recursivity:
    • speed-up seems about 0% (run varying +/- 30%)
    • cythonizing the code `%%cython -a gives a draw or negative 10% global effect on cpython-3.11 vs cpython-3.10,
    • numba complains of yield-not-supported and refuses to compile.
    • so:
      • there are hell edge cases you see no speed-up on pure python,
      • it will be interesting to see what the speed-up on pyodide will be,
      • a nogil/less-gil python future that allows to write a SIMPLE parallelism would bring a huge Nx-core speed-up.
      • optimisations that would benefit this edge case in single core are yet to come.

rc binaries will be re-tagged as final in a few days if no major issue is discovered.

Next build effort:

  • new cycle to get python-3.11 with numba and pytorch eco-systems.
MD5 SHA-1 SHA-256 Binary Size SHA3-256
ddcfebb483561e19c7ea36678d456ae4 dd216a3d392e91c4fddb5a0754350b67a96334c5 bd454f8df90d6ea6405780e6da71decb96ddfbbb0a5d5a33461203a7a5995651 Winpython64-3.10.8.0dotrc.exe 27 466 400 Bytes 7fe08bb7d40660226e18fd32a68264aca7985d7983d4eff9bcebd05ae3ff8517
151b9df707bccb9a480b0d05d4248e18 41571505425d9a44faadc0e4c5d4a6964ec472c0 8d383bca244ab1b19d258aae73c334975337e3f05dd44f75accbaa22bd899734 Winpython32-3.10.8.0dotrc.exe 26 248 844 Bytes 1de63e569cc827eaa8f481eedaeab65457c63c2108462cb90e8554d1adacb7cb
ac435f86d6a6fa48c423fcb8260a2e30 33519c39ba5660c14662c35a09a2fa707b2f3ccd bba6f7c6c59a3c58400e8a131dca645cc2240be4a41c3042433c8f01e5a4154d Winpython64-3.10.8.0rc.exe 677 301 325 Bytes 020e8096eccb8a4e91adb46adbe0e9db97725c3c9a26427579fb239c0c0ded7c
e3e9ab1d123445a12e9e0095f87a8fa7 5c2d24aabbb11dba9bc87bb39d63d0d7770c43b3 7f288344ece6fa07d23915cab90c35a50d16a4a5aa3c624c3e925f5b9f903ebc Winpython64-3.11.0.1dotrc.exe 24 378 166 Bytes 91e7727fa7c669d566f2e1147531396e3d57b2a35b45619add416b0cdbb2369f
16126719208df4f0c3210d0a339a5720 ec155373f96c331b71ec7e63c8f9b37457b92ec2 98c4046930b16e79fcd33a742c15cc868cf14388793105864d69e50718320029 Winpython64-3.11.0.1rc.exe 527 837 583 Bytes 6f732e253db5a44b8400ebbcc7e570d8123c38e3773ee92550e154f2da415ce5

WinPython 3.10.8.0

The following packages are included in WinPython-64bit v3.10.8.0 .

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.8 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.62 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.1 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.0 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.982 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.7 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.3 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.1 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.1.20221030 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.10.8.0

The following changes were made to WinPython-64bit distribution since version 3.10.5.0.

Python packages

New packages:

  • click_default_group_wheel 1.2.2 (Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel))

  • confection 0.0.3 ()

  • contourpy 1.0.6 (Python library for calculating contours of 2D quadrilateral grids)

  • duckdb 0.5.1 (DuckDB embedded database)

  • exceptiongroup 1.0.0 (Backport of PEP 654 (exception groups))

  • filterpy 1.4.5 (Kalman filtering and optimal estimation library)

  • linear_operator 0.1.1 (A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).)

  • missingno 0.5.1 (Missing data visualization module for Python.)

  • ntlm_auth 1.5.0 (Creates NTLM authentication structures)

  • pmdarima 2.0.1 (Python's forecast::auto.arima equivalent)

  • requests_ntlm 1.1.0 (This package allows for HTTP NTLM authentication using the requests library.)

  • sspyrs 0.2 (Lightweight interface for SSRS reports to python)

  • tbats 1.1.0 (BATS and TBATS for time series forecasting)

  • waitress 2.1.2 (Waitress WSGI server)

  • whatthepatch 1.0.2 (A patch parsing and application library.)

  • xgboost 1.6.1 (XGBoost Python Package)

  • xmltodict 0.13.0 (Makes working with XML feel like you are working with JSON)

Upgraded packages:

  • aiohttp 3.8.1 → 3.8.3 (Async http client/server framework (asyncio))

  • anyio 3.6.1 → 3.6.2 (High level compatibility layer for multiple asynchronous event loop implementations)

  • astroid 2.11.5 → 2.12.12 (An abstract syntax tree for Python with inference support.)

  • astropy 5.0.4 → 5.1.1 (Community-developed python astronomy tools)

  • attrs 21.4.0 → 22.1.0 (Classes Without Boilerplate)

  • black 22.6.0 → 22.10.0 (The uncompromising code formatter.)

  • blis 0.7.7 → 0.7.9 (The Blis BLAS-like linear algebra library, as a self-contained C-extension.)

  • botorch 0.4.0 → 0.6.2 (Bayesian Optimization in PyTorch)

  • bqplot 0.12.33 → 0.12.36 (Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.)

  • cachelib 0.6.0 → 0.9.0 (A collection of cache libraries in the same API interface.)

  • catalogue 2.0.7 → 2.0.8 (Super lightweight function registries for your library)

  • certifi 2022.5.18.1 → 2022.9.24 (Python package for providing Mozilla's CA Bundle.)

  • chardet 4.0.0 → 5.0.0 (Universal encoding detector for Python 2 and 3)

  • click 8.0.4 → 8.1.3 (Composable command line interface toolkit)

  • clr_loader 0.1.7 → 0.2.4 (Generic pure Python loader for .NET runtimes)

  • colorama 0.4.4 → 0.4.6 (Cross-platform colored terminal text.)

  • colorcet 3.0.0 → 3.0.1 (Collection of perceptually uniform colormaps)

  • coverage 6.4.1 → 6.5.0 (Code coverage measurement for Python)

  • cvxpy 1.2.0 → 1.2.1 (A domain-specific language for modeling convex optimization problems in Python.)

  • cymem 2.0.6 → 2.0.7 (Manage calls to calloc/free through Cython)

  • cython 0.29.30 → 0.29.32 (The Cython compiler for writing C extensions for the Python language.)

  • cytoolz 0.11.2 → 0.12.0 (Cython implementation of Toolz: High performance functional utilities)

  • dash 2.4.1 → 2.6.2 (A Python framework for building reactive web-apps. Developed by Plotly.)

  • dask 2022.7.0 → 2022.10.1 (Parallel PyData with Task Scheduling)

  • dask_image 2021.12.0 → 2022.9.0 (Distributed image processing)

  • dask_ml 2022.1.22 → 2022.5.27 (A library for distributed and parallel machine learning)

  • datasette 0.61.1 → 0.62 (A tool for exploring and publishing data)

  • datasette_graphql 2.0.2 → 2.1.1 (Datasette plugin providing an automatic GraphQL API for your SQLite databases)

  • datashader 0.14.0 → 0.14.2 (Data visualization toolchain based on aggregating into a grid)

  • distlib 0.3.4 → 0.3.6 (Distribution utilities)

  • distributed 2022.7.0 → 2022.10.1 (Distributed scheduler for Dask)

  • django 4.0.5 → 4.1.2 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.)

  • fastai 2.7.6 → 2.7.9 (fastai makes deep learning with PyTorch faster, more accurate, and easier)

  • fastapi 0.78.0 → 0.85.1 (FastAPI framework, high performance, easy to learn, fast to code, ready for production)

  • fastcore 1.4.5 → 1.5.11 (Python supercharged for fastai development)

  • fastjsonschema 2.15.3 → 2.16.2 (Fastest Python implementation of JSON schema)

  • fastparquet 0.8.0 → 0.8.3 (Python support for Parquet file format)

  • fastprogress 1.0.2 → 1.0.3 (A nested progress with plotting options for fastai)

  • filelock 3.7.1 → 3.8.0 (A platform independent file lock.)

  • flask 2.1.2 → 2.2.2 (A simple framework for building complex web applications.)

  • flask_compress 1.12 → 1.13 (Compress responses in your Flask app with gzip.)

  • folium 0.12.1 → 0.13.0 (Make beautiful maps with Leaflet.js & Python)

  • fonttools 4.34.4 → 4.37.4 (Tools to manipulate font files)

  • fsspec 2022.5.0 → 2022.7.1 (File-system specification)

  • geopandas 0.10.2 → 0.12.1 (Geographic pandas extensions)

  • gitpython 3.1.26 → 3.1.29 (Python Git Library)

  • gpytorch 1.5.1 → 1.9.0 (An implementation of Gaussian Processes in Pytorch)

  • graphene 3.1 → 3.1.1 (GraphQL Framework for Python)

  • graphql_core 3.2.1 → 3.2.3 (GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.)

  • guidata 2.2.1 → 2.3.0 (Automatic graphical user interfaces generation for easy dataset editing and display)

  • guiqwt 4.3.0 → 4.3.1 (guiqwt is a set of tools for curve and image plotting (extension to PythonQwt))

  • holoviews 1.15.0 → 1.15.1 (Stop plotting your data - annotate your data and let it visualize itself.)

  • hvplot 0.8.0 → 0.8.1 (A high-level plotting API for the PyData ecosystem built on HoloViews.)

  • hypercorn 0.13.2 → 0.14.3 (A ASGI Server based on Hyper libraries and inspired by Gunicorn.)

  • hypothesis 6.46.9 → 6.56.2 (A library for property-based testing)

  • imageio 2.19.3 → 2.22.1 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.)

  • importlib_metadata 4.11.4 → 5.0.0 (Read metadata from Python packages)

  • ipycanvas 0.12.0 → 0.13.1 (Interactive widgets library exposing the browser's Canvas API)

  • ipykernel 6.15.1 → 6.16.2 (IPython Kernel for Jupyter)

  • ipyleaflet 0.17.0 → 0.17.2 (A Jupyter widget for dynamic Leaflet maps)

  • ipympl 0.9.1 → 0.9.2 (Matplotlib Jupyter Extension)

  • ipywidgets 7.7.1 → 8.0.2 (IPython HTML widgets for Jupyter)

  • joblib 1.1.0 → 1.2.0 (Lightweight pipelining: using Python functions as pipeline jobs.)

  • jupyter_core 4.11.1 → 4.11.2 (Jupyter core package. A base package on which Jupyter projects rely.)

  • jupyter_packaging 0.12.2 → 0.12.3 (Jupyter Packaging Utilities)

  • jupyter_server 1.18.1 → 1.21.0 (The Jupyter Server)

  • jupyter_server_mathjax 0.2.5 → 0.2.6 (MathJax resources as a Jupyter Server Extension.)

  • jupyterlab 3.4.3 → 3.5.0 (The JupyterLab notebook server extension.)

  • jupyterlab_lsp 3.10.1 → 3.10.2 (Language Server Protocol integration for JupyterLab)

  • jupyterlab_server 2.14.0 → 2.16.1 (JupyterLab Server)

  • jupyterlab_widgets 1.1.0 → 3.0.3 (JupyterLab extension providing HTML widgets)

  • llvmlite 0.38.1 → 0.39.1 (lightweight wrapper around basic LLVM functionality)

  • matplotlib 3.5.2 → 3.6.0 (Python plotting package)

  • matplotlib_inline 0.1.3 → 0.1.6 (Inline Matplotlib backend for Jupyter)

  • maturin 0.13.0 → 0.13.6 (Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages)

  • mizani 0.7.4 → 0.8.1 (Scales for Python)

  • msvc_runtime 14.29.30133 → 14.32.31326 (Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories)

  • mypy 0.961 → 0.982 (Optional static typing for Python)

  • nbclassic 0.4.2 → 0.4.7 (Jupyter Notebook as a Jupyter Server Extension.)

  • nbclient 0.6.6 → 0.7.0 (A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.)

  • nbformat 5.4.0 → 5.7.0 (The Jupyter Notebook format)

  • nest_asyncio 1.5.5 → 1.5.6 (Patch asyncio to allow nested event loops)

  • networkx 2.8.3 → 2.8.7 (Python package for creating and manipulating graphs and networks)

  • notebook 6.4.12 → 6.5.2 (A web-based notebook environment for interactive computing)

  • notebook_shim 0.1.0 → 0.2.0 (A shim layer for notebook traits and config)

  • numba 0.55.2 → 0.56.3 (compiling Python code using LLVM)

  • numpy 1.22.4+mkl → 1.23.4 (NumPy is the fundamental package for array computing with Python.)

  • osqp 0.6.2.post4 → 0.6.2.post5 (OSQP: The Operator Splitting QP Solver)

  • outcome 1.1.0 → 1.2.0 (Capture the outcome of Python function calls.)

  • pandas 1.4.3 → 1.5.1 (Powerful data structures for data analysis, time series, and statistics)

  • panel 0.13.1 → 0.14.1 (A high level app and dashboarding solution for Python.)

  • papermill 2.3.4 → 2.4.0 (Parametrize and run Jupyter and nteract Notebooks)

  • patsy 0.5.2 → 0.5.3 (A Python package for describing statistical models and for building design matrices.)

  • pillow 9.1.1 → 9.3.0 (Python Imaging Library (Fork))

  • pip 22.1.2 → 22.3 (The PyPA recommended tool for installing Python packages.)

  • plotly 5.8.0 → 5.11.0 (An open-source, interactive graphing library for Python)

  • plotnine 0.9.0 → 0.10.1 (A grammar of graphics for python)

  • polars 0.13.51 → 0.14.22 (Blazingly fast DataFrame library)

  • preshed 3.0.6 → 3.0.8 (Cython hash table that trusts the keys are pre-hashed)

  • prometheus_client 0.14.1 → 0.15.0 (Python client for the Prometheus monitoring system.)

  • protobuf 4.0.0rc1 → 4.21.9 (Protocol Buffers)

  • pulp 2.3 → 2.6.0 (PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.)

  • pyarrow 8.0.0 → 9.0.0 (Python library for Apache Arrow)

  • pybind11 2.9.2 → 2.10.0 (Seamless operability between C++11 and Python)

  • pydantic 1.8.2 → 1.9.1 (Data validation and settings management using python 3.6 type hinting)

  • pygad 2.16.3 → 2.17.0 (PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).)

  • pygments 2.11.2 → 2.12.0 (Pygments is a syntax highlighting package written in Python.)

  • pylint 2.14.0 → 2.15.4 (python code static checker)

  • pyqt5_sip 12.9.1 → 12.11.0 (The sip module support for PyQt5)

  • pyqtgraph 0.12.4 → 0.13.1 (Scientific Graphics and GUI Library for Python)

  • Python 3.10.5 → 3.10.8 (Python programming language with standard library)

  • python_lsp_server 1.4.1 → 1.5.0 (Python Language Server for the Language Server Protocol)

  • pythonnet 3.0.0rc1 → 3.0.0.post1 (.Net and Mono integration for Python)

  • pythonqwt 0.10.1 → 0.10.2 (Qt plotting widgets for Python)

  • pytz 2022.1 → 2022.4 (World timezone definitions, modern and historical)

  • pywavelets 1.3.0 → 1.4.1 (PyWavelets, wavelet transform module)

  • pywinpty 2.0.6 → 2.0.9 (Python bindings for the winpty library)

  • pyzo 4.12.3 → 4.12.4.dev0 (the Python IDE for scientific computing)

  • qtawesome 1.1.1 → 1.2.1 (FontAwesome icons in PyQt and PySide applications)

  • qtconsole 5.3.1 → 5.3.2 (Jupyter Qt console)

  • qtpy 2.2.0.dev0 → 2.2.1 (Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.)

  • quart 0.17.0 → 0.18.3 (A Python ASGI web microframework with the same API as Flask)

  • regex 2022.6.2 → 2022.9.13 (Alternative regular expression module, to replace re.)

  • reportlab 3.6.10 → 3.6.12 (The Reportlab Toolkit)

  • requests 2.27.1 → 2.28.1 (Python HTTP for Humans.)

  • scikit_learn 1.1.1 → 1.1.3 (A set of python modules for machine learning and data mining)

  • scipy 1.8.1 → 1.9.3 (SciPy: Scientific Library for Python)

  • seaborn 0.11.2 → 0.12.1 (seaborn: statistical data visualization)

  • setuptools 63.1.0 → 65.5.0 (Easily download, build, install, upgrade, and uninstall Python packages)

  • spacy 3.2.4 → 3.4.1 (Industrial-strength Natural Language Processing (NLP) in Python)

  • spacy_legacy 3.0.9 → 3.0.10 (Legacy registered functions for spaCy backwards compatibility)

  • spacy_loggers 1.0.2 → 1.0.3 (Logging utilities for SpaCy)

  • sphinx 5.0.2 → 5.3.0 (Tool for generating documentation which uses reStructuredText as its markup language)

  • spyder 5.4.0.dev0 → 5.3.3 (The Scientific Python Development Environment)

  • spyder_kernels 2.3.2 → 2.3.3 (Jupyter kernels for Spyder's console)

  • sqlalchemy 1.4.39 → 1.4.42 (Database Abstraction Library)

  • sqlite_fts4 1.0.1 → 1.0.3 (Python functions for working with SQLite FTS4 search)

  • sqlite_utils 3.26 → 3.29 (CLI tool and Python utility functions for manipulating SQLite databases)

  • sqlparse 0.4.2 → 0.4.3 (Non-validating SQL parser)

  • srsly 2.4.2 → 2.4.5 (Modern high-performance serialization utilities for Python)

  • starlette 0.19.1 → 0.20.4 (The little ASGI library that shines.)

  • sympy 1.10.1 → 1.11.1 (Computer algebra system (CAS) in Python)

  • tabulate 0.8.9 → 0.9.0 (Pretty-print tabular data)

  • tenacity 8.0.1 → 8.1.0 (Retry code until it succeeds)

  • terminado 0.15.0 → 0.17.0 (Terminals served to xterm.js using Tornado websockets)

  • textdistance 4.2.2 → 4.5.0 (Compute distance between the two texts.)

  • thinc 8.0.17 → 8.1.5 (Practical Machine Learning for NLP)

  • tomlkit 0.11.1 → 0.11.6 (Style preserving TOML library)

  • torch 1.12.0 → 1.12.1 (Tensors and Dynamic neural networks in Python with strong GPU acceleration)

  • torchaudio 0.12.0 → 0.12.1 (An audio package for PyTorch)

  • torchvision 0.13.0 → 0.13.1 (image and video datasets and models for torch deep learning)

  • traitlets 5.3.0 → 5.4.0 (Traitlets Python config system)

  • trio 0.21.0 → 0.22.0 (A friendly Python library for async concurrency and I/O)

  • typing_extensions 4.3.0 → 4.4.0 (Backported and Experimental Type Hints for Python 3.5+)

  • tzdata 2022.1 → 2022.5 (Provider of IANA time zone data)

  • uvicorn 0.18.2 → 0.19.0 (The lightning-fast ASGI server.)

  • wasabi 0.9.1 → 0.10.1 (A lightweight console printing and formatting toolkit)

  • websocket_client 1.3.3 → 1.4.1 (WebSocket client for Python. hybi13 is supported.)

  • werkzeug 2.1.2 → 2.2.2 (The comprehensive WSGI web application library.)

  • widgetsnbextension 3.6.1 → 4.0.3 (IPython HTML widgets for Jupyter)

  • winpython 4.7.20220709 → 5.1.20221030 (WinPython distribution tools, including WPPM)

  • wsproto 1.1.0 → 1.2.0 (WebSockets state-machine based protocol implementation)

  • xarray 2022.3.0 → 2022.10.0 (N-D labeled arrays and datasets in Python)

  • zipp 3.8.0 → 3.9.0 (Backport of pathlib-compatible object wrapper for zip files)

  • zstandard 0.17.0 → 0.19.0 (Zstandard bindings for Python)

Removed packages:

  • altgraph 0.17.2 (Python graph (network) package)

  • amply 0.1.5 (Amply allows you to load and manipulate AMPL/GLPK data as Python data structures)

  • click_default_group 1.2.2 (Extends click.Group to invoke a command without explicit subcommand name)

  • jupyterlab_git 0.34.2 (A server extension for JupyterLab's git extension)

  • mkl_service 2.4.0 (Python bindings to some MKL service functions)

  • pefile 2021.9.3 (Python PE parsing module)

  • pipdeptree 2.2.1 (Command line utility to show dependency tree of packages)

  • pyinstaller 5.0.1 (PyInstaller bundles a Python application and all its dependencies into a single package.)

  • pyinstaller_hooks_contrib 2022.6 (Community maintained hooks for PyInstaller)

  • python_baseconv 1.2.2 (Convert numbers from base 10 integers to base X strings and back again.)

WinPython 3.11.0.1

The following packages are included in WinPython-64bit v3.11.0.1 .

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.62 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.2.dev1339 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.0 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
mypy 0.982 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.7 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.1.20221030 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

@stonebig
Copy link
Contributor Author

stonebig commented Nov 1, 2022 •
edited
Loading

post-rc remarks:

  • good: IDLEX seems still working in Cpython-3.11.0, had issues during the summer, but don't remember where,
  • small: official [non-cgohlke] statsmodels-0.13.3 fixes a python-3.11 compatibility issue,
  • small: pythonnet-3.0.1 fixes a python-3.11 compatibility issue,
  • medium: spyder-5.4.0 /python-lsp-server-1.6.0 missed by a couple of days (with a small bug running cells)... as WinPython downgraded to PyQt5, it's shipping standard Spyder now and can be updated.
  • bad : dask-labextension suffers from an old 'when-installed-per-pip' bug: 5.3.0 does not create a schemas/dask-labextension/plugin.json file on install dask/dask-labextension#245, being fixed today

@RoyiAvital
Copy link

Maybe a good strategy would be waiting to Python 3.11.1. It will give time to the eco system to mature and have better compatibility.

@stonebig
Copy link
Contributor Author

stonebig commented Nov 5, 2022 •
edited
Loading

hummm,

dask-jupyterlab-bug is not related to the message, so rc is final

MD5 SHA-1 SHA-256 Binary Size SHA3-256
ddcfebb483561e19c7ea36678d456ae4 dd216a3d392e91c4fddb5a0754350b67a96334c5 bd454f8df90d6ea6405780e6da71decb96ddfbbb0a5d5a33461203a7a5995651 Winpython64-3.10.8.0dot.exe 27 466 400 Bytes 7fe08bb7d40660226e18fd32a68264aca7985d7983d4eff9bcebd05ae3ff8517
151b9df707bccb9a480b0d05d4248e18 41571505425d9a44faadc0e4c5d4a6964ec472c0 8d383bca244ab1b19d258aae73c334975337e3f05dd44f75accbaa22bd899734 Winpython32-3.10.8.0dot.exe 26 248 844 Bytes 1de63e569cc827eaa8f481eedaeab65457c63c2108462cb90e8554d1adacb7cb
ac435f86d6a6fa48c423fcb8260a2e30 33519c39ba5660c14662c35a09a2fa707b2f3ccd bba6f7c6c59a3c58400e8a131dca645cc2240be4a41c3042433c8f01e5a4154d Winpython64-3.10.8.0.exe 677 301 325 Bytes 020e8096eccb8a4e91adb46adbe0e9db97725c3c9a26427579fb239c0c0ded7c
e3e9ab1d123445a12e9e0095f87a8fa7 5c2d24aabbb11dba9bc87bb39d63d0d7770c43b3 7f288344ece6fa07d23915cab90c35a50d16a4a5aa3c624c3e925f5b9f903ebc Winpython64-3.11.0.1dot.exe 24 378 166 Bytes 91e7727fa7c669d566f2e1147531396e3d57b2a35b45619add416b0cdbb2369f
16126719208df4f0c3210d0a339a5720 ec155373f96c331b71ec7e63c8f9b37457b92ec2 98c4046930b16e79fcd33a742c15cc868cf14388793105864d69e50718320029 Winpython64-3.11.0.1.exe 527 837 583 Bytes 6f732e253db5a44b8400ebbcc7e570d8123c38e3773ee92550e154f2da415ce5

WinPython 3.10.8.0

The following packages are included in WinPython-64bit v3.10.8.0 .

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.10.8 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astor 0.8.1 Read/rewrite/write Python ASTs
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astroml 1.0.2.post1 tools for machine learning and data mining in Astronomy
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
base58 2.1.1 Base58 and Base58Check implementation
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blis 0.7.9 The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
botorch 0.6.2 Bayesian Optimization in PyTorch
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
cachetools 5.2.0 Extensible memoizing collections and decorators
cartopy 0.20.2 A cartographic python library with Matplotlib support for visualisation
catalogue 2.0.8 Super lightweight function registries for your library
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
confection 0.0.3
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cvxopt 1.3.0 Convex optimization package
cvxpy 1.2.1 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.11.0 Composable style cycles
cymem 2.0.7 Manage calls to calloc/free through Cython
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.12.0 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_glm 0.2.0 Generalized Linear Models with Dask
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_ml 2022.5.27 A library for distributed and parallel machine learning
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.62 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.14.2 Data visualization toolchain based on aggregating into a grid
datashape 0.5.2 A data description language.
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.1 DuckDB embedded database
ecos 2.0.10 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
exceptiongroup 1.0.0 Backport of PEP 654 (exception groups)
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastai 2.7.9 fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore 1.5.11 Python supercharged for fastai development
fastdownload 0.0.7 A general purpose data downloading library.
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.3 Python support for Parquet file format
fastprogress 1.0.3 A nested progress with plotting options for fastai
feather_format 0.4.1 Simple wrapper library to the Apache Arrow-based Feather File Format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
geoviews 1.9.5 GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
gmpy2 2.1.2 GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpytorch 1.9.0 An implementation of Gaussian Processes in Pytorch
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 1.1.2 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt 4.3.1 guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.9.0 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
langcodes 3.3.0 Tools for labeling human languages with IETF language tags
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
linear_operator 0.1.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
llvmlite 0.39.1 lightweight wrapper around basic LLVM functionality
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.0 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
maturin 0.13.6 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
multipledispatch 0.6.0 Multiple dispatch
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
murmurhash 1.0.7 Cython bindings for MurmurHash
mypy 0.982 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.7 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.56.3 compiling Python code using LLVM
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.2.post5 OSQP: The Operator Splitting QP Solver
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
pathy 0.6.2 pathlib.Path subclasses for local and cloud bucket storage
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.1 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed 3.0.8 Cython hash table that trusts the keys are pre-hashed
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow 9.0.0 Python library for Apache Arrow
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygbm 0.1.0 Experimental, numba-based Gradient Boosting Machines
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymc 2.3.8 Markov Chain Monte Carlo sampling toolkit.
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.1.1 Python driver for MongoDB
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.7 Nearest Neighbor Descent
pyodbc 4.0.32 DB API Module for ODBC
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.3.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.0 Pure Python read/write support for ESRI Shapefile format
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_levenshtein 0.12.2 Python extension for computing string edit distances and similarities.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0.post1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
pyzstd 0.15.2 Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module.
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qdldl 0.1.5.post2 QDLDL, a free LDL factorization routine.
qpsolvers 1.8.0 Quadratic programming solvers in Python with a unified API
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog 0.1.8 Quadratic Programming Solver
quantecon 0.5.3 QuantEcon is a package to support all forms of quantitative economic modelling.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.0 scs: splitting conic solver
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shap 0.40.0 A unified approach to explain the output of any machine learning model.
shapely 1.8.2 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_contrib_lightning 0.6.2.post0 Large-scale sparse linear classification, regression and ranking in Python
slicer 0.0.7 A small package for big slicing.
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smart_open 5.2.1 Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
spacy 3.4.1 Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy 3.0.10 Legacy registered functions for spaCy backwards compatibility
spacy_loggers 1.0.3 Logging utilities for SpaCy
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
srsly 2.4.5 Modern high-performance serialization utilities for Python
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamlit 1.4.0 The fastest way to build data apps in Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
thinc 8.1.5 Practical Machine Learning for NLP
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
torch 1.12.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 0.12.1 An audio package for PyTorch
torchvision 0.13.1 image and video datasets and models for torch deep learning
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typer 0.4.2 Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
validators 0.18.2 Python Data Validation for Humans™.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasabi 0.10.1 A lightweight console printing and formatting toolkit
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.1.20221030 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.10.8.0

The following changes were made to WinPython-64bit distribution since version 3.10.5.0.

Python packages

New packages:

  • click_default_group_wheel 1.2.2 (Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel))

  • confection 0.0.3 ()

  • contourpy 1.0.6 (Python library for calculating contours of 2D quadrilateral grids)

  • duckdb 0.5.1 (DuckDB embedded database)

  • exceptiongroup 1.0.0 (Backport of PEP 654 (exception groups))

  • filterpy 1.4.5 (Kalman filtering and optimal estimation library)

  • linear_operator 0.1.1 (A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).)

  • missingno 0.5.1 (Missing data visualization module for Python.)

  • ntlm_auth 1.5.0 (Creates NTLM authentication structures)

  • pmdarima 2.0.1 (Python's forecast::auto.arima equivalent)

  • requests_ntlm 1.1.0 (This package allows for HTTP NTLM authentication using the requests library.)

  • sspyrs 0.2 (Lightweight interface for SSRS reports to python)

  • tbats 1.1.0 (BATS and TBATS for time series forecasting)

  • waitress 2.1.2 (Waitress WSGI server)

  • whatthepatch 1.0.2 (A patch parsing and application library.)

  • xgboost 1.6.1 (XGBoost Python Package)

  • xmltodict 0.13.0 (Makes working with XML feel like you are working with JSON)

Upgraded packages:

  • aiohttp 3.8.1 → 3.8.3 (Async http client/server framework (asyncio))

  • anyio 3.6.1 → 3.6.2 (High level compatibility layer for multiple asynchronous event loop implementations)

  • astroid 2.11.5 → 2.12.12 (An abstract syntax tree for Python with inference support.)

  • astropy 5.0.4 → 5.1.1 (Community-developed python astronomy tools)

  • attrs 21.4.0 → 22.1.0 (Classes Without Boilerplate)

  • black 22.6.0 → 22.10.0 (The uncompromising code formatter.)

  • blis 0.7.7 → 0.7.9 (The Blis BLAS-like linear algebra library, as a self-contained C-extension.)

  • botorch 0.4.0 → 0.6.2 (Bayesian Optimization in PyTorch)

  • bqplot 0.12.33 → 0.12.36 (Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.)

  • cachelib 0.6.0 → 0.9.0 (A collection of cache libraries in the same API interface.)

  • catalogue 2.0.7 → 2.0.8 (Super lightweight function registries for your library)

  • certifi 2022.5.18.1 → 2022.9.24 (Python package for providing Mozilla's CA Bundle.)

  • chardet 4.0.0 → 5.0.0 (Universal encoding detector for Python 2 and 3)

  • click 8.0.4 → 8.1.3 (Composable command line interface toolkit)

  • clr_loader 0.1.7 → 0.2.4 (Generic pure Python loader for .NET runtimes)

  • colorama 0.4.4 → 0.4.6 (Cross-platform colored terminal text.)

  • colorcet 3.0.0 → 3.0.1 (Collection of perceptually uniform colormaps)

  • coverage 6.4.1 → 6.5.0 (Code coverage measurement for Python)

  • cvxpy 1.2.0 → 1.2.1 (A domain-specific language for modeling convex optimization problems in Python.)

  • cymem 2.0.6 → 2.0.7 (Manage calls to calloc/free through Cython)

  • cython 0.29.30 → 0.29.32 (The Cython compiler for writing C extensions for the Python language.)

  • cytoolz 0.11.2 → 0.12.0 (Cython implementation of Toolz: High performance functional utilities)

  • dash 2.4.1 → 2.6.2 (A Python framework for building reactive web-apps. Developed by Plotly.)

  • dask 2022.7.0 → 2022.10.1 (Parallel PyData with Task Scheduling)

  • dask_image 2021.12.0 → 2022.9.0 (Distributed image processing)

  • dask_ml 2022.1.22 → 2022.5.27 (A library for distributed and parallel machine learning)

  • datasette 0.61.1 → 0.62 (A tool for exploring and publishing data)

  • datasette_graphql 2.0.2 → 2.1.1 (Datasette plugin providing an automatic GraphQL API for your SQLite databases)

  • datashader 0.14.0 → 0.14.2 (Data visualization toolchain based on aggregating into a grid)

  • distlib 0.3.4 → 0.3.6 (Distribution utilities)

  • distributed 2022.7.0 → 2022.10.1 (Distributed scheduler for Dask)

  • django 4.0.5 → 4.1.2 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.)

  • fastai 2.7.6 → 2.7.9 (fastai makes deep learning with PyTorch faster, more accurate, and easier)

  • fastapi 0.78.0 → 0.85.1 (FastAPI framework, high performance, easy to learn, fast to code, ready for production)

  • fastcore 1.4.5 → 1.5.11 (Python supercharged for fastai development)

  • fastjsonschema 2.15.3 → 2.16.2 (Fastest Python implementation of JSON schema)

  • fastparquet 0.8.0 → 0.8.3 (Python support for Parquet file format)

  • fastprogress 1.0.2 → 1.0.3 (A nested progress with plotting options for fastai)

  • filelock 3.7.1 → 3.8.0 (A platform independent file lock.)

  • flask 2.1.2 → 2.2.2 (A simple framework for building complex web applications.)

  • flask_compress 1.12 → 1.13 (Compress responses in your Flask app with gzip.)

  • folium 0.12.1 → 0.13.0 (Make beautiful maps with Leaflet.js & Python)

  • fonttools 4.34.4 → 4.37.4 (Tools to manipulate font files)

  • fsspec 2022.5.0 → 2022.7.1 (File-system specification)

  • geopandas 0.10.2 → 0.12.1 (Geographic pandas extensions)

  • gitpython 3.1.26 → 3.1.29 (Python Git Library)

  • gpytorch 1.5.1 → 1.9.0 (An implementation of Gaussian Processes in Pytorch)

  • graphene 3.1 → 3.1.1 (GraphQL Framework for Python)

  • graphql_core 3.2.1 → 3.2.3 (GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.)

  • guidata 2.2.1 → 2.3.0 (Automatic graphical user interfaces generation for easy dataset editing and display)

  • guiqwt 4.3.0 → 4.3.1 (guiqwt is a set of tools for curve and image plotting (extension to PythonQwt))

  • holoviews 1.15.0 → 1.15.1 (Stop plotting your data - annotate your data and let it visualize itself.)

  • hvplot 0.8.0 → 0.8.1 (A high-level plotting API for the PyData ecosystem built on HoloViews.)

  • hypercorn 0.13.2 → 0.14.3 (A ASGI Server based on Hyper libraries and inspired by Gunicorn.)

  • hypothesis 6.46.9 → 6.56.2 (A library for property-based testing)

  • imageio 2.19.3 → 2.22.1 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.)

  • importlib_metadata 4.11.4 → 5.0.0 (Read metadata from Python packages)

  • ipycanvas 0.12.0 → 0.13.1 (Interactive widgets library exposing the browser's Canvas API)

  • ipykernel 6.15.1 → 6.16.2 (IPython Kernel for Jupyter)

  • ipyleaflet 0.17.0 → 0.17.2 (A Jupyter widget for dynamic Leaflet maps)

  • ipympl 0.9.1 → 0.9.2 (Matplotlib Jupyter Extension)

  • ipywidgets 7.7.1 → 8.0.2 (IPython HTML widgets for Jupyter)

  • joblib 1.1.0 → 1.2.0 (Lightweight pipelining: using Python functions as pipeline jobs.)

  • jupyter_core 4.11.1 → 4.11.2 (Jupyter core package. A base package on which Jupyter projects rely.)

  • jupyter_packaging 0.12.2 → 0.12.3 (Jupyter Packaging Utilities)

  • jupyter_server 1.18.1 → 1.21.0 (The Jupyter Server)

  • jupyter_server_mathjax 0.2.5 → 0.2.6 (MathJax resources as a Jupyter Server Extension.)

  • jupyterlab 3.4.3 → 3.5.0 (The JupyterLab notebook server extension.)

  • jupyterlab_lsp 3.10.1 → 3.10.2 (Language Server Protocol integration for JupyterLab)

  • jupyterlab_server 2.14.0 → 2.16.1 (JupyterLab Server)

  • jupyterlab_widgets 1.1.0 → 3.0.3 (JupyterLab extension providing HTML widgets)

  • llvmlite 0.38.1 → 0.39.1 (lightweight wrapper around basic LLVM functionality)

  • matplotlib 3.5.2 → 3.6.0 (Python plotting package)

  • matplotlib_inline 0.1.3 → 0.1.6 (Inline Matplotlib backend for Jupyter)

  • maturin 0.13.0 → 0.13.6 (Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages)

  • mizani 0.7.4 → 0.8.1 (Scales for Python)

  • msvc_runtime 14.29.30133 → 14.32.31326 (Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories)

  • mypy 0.961 → 0.982 (Optional static typing for Python)

  • nbclassic 0.4.2 → 0.4.7 (Jupyter Notebook as a Jupyter Server Extension.)

  • nbclient 0.6.6 → 0.7.0 (A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.)

  • nbformat 5.4.0 → 5.7.0 (The Jupyter Notebook format)

  • nest_asyncio 1.5.5 → 1.5.6 (Patch asyncio to allow nested event loops)

  • networkx 2.8.3 → 2.8.7 (Python package for creating and manipulating graphs and networks)

  • notebook 6.4.12 → 6.5.2 (A web-based notebook environment for interactive computing)

  • notebook_shim 0.1.0 → 0.2.0 (A shim layer for notebook traits and config)

  • numba 0.55.2 → 0.56.3 (compiling Python code using LLVM)

  • numpy 1.22.4+mkl → 1.23.4 (NumPy is the fundamental package for array computing with Python.)

  • osqp 0.6.2.post4 → 0.6.2.post5 (OSQP: The Operator Splitting QP Solver)

  • outcome 1.1.0 → 1.2.0 (Capture the outcome of Python function calls.)

  • pandas 1.4.3 → 1.5.1 (Powerful data structures for data analysis, time series, and statistics)

  • panel 0.13.1 → 0.14.1 (A high level app and dashboarding solution for Python.)

  • papermill 2.3.4 → 2.4.0 (Parametrize and run Jupyter and nteract Notebooks)

  • patsy 0.5.2 → 0.5.3 (A Python package for describing statistical models and for building design matrices.)

  • pillow 9.1.1 → 9.3.0 (Python Imaging Library (Fork))

  • pip 22.1.2 → 22.3 (The PyPA recommended tool for installing Python packages.)

  • plotly 5.8.0 → 5.11.0 (An open-source, interactive graphing library for Python)

  • plotnine 0.9.0 → 0.10.1 (A grammar of graphics for python)

  • polars 0.13.51 → 0.14.22 (Blazingly fast DataFrame library)

  • preshed 3.0.6 → 3.0.8 (Cython hash table that trusts the keys are pre-hashed)

  • prometheus_client 0.14.1 → 0.15.0 (Python client for the Prometheus monitoring system.)

  • protobuf 4.0.0rc1 → 4.21.9 (Protocol Buffers)

  • pulp 2.3 → 2.6.0 (PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.)

  • pyarrow 8.0.0 → 9.0.0 (Python library for Apache Arrow)

  • pybind11 2.9.2 → 2.10.0 (Seamless operability between C++11 and Python)

  • pydantic 1.8.2 → 1.9.1 (Data validation and settings management using python 3.6 type hinting)

  • pygad 2.16.3 → 2.17.0 (PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).)

  • pygments 2.11.2 → 2.12.0 (Pygments is a syntax highlighting package written in Python.)

  • pylint 2.14.0 → 2.15.4 (python code static checker)

  • pyqt5_sip 12.9.1 → 12.11.0 (The sip module support for PyQt5)

  • pyqtgraph 0.12.4 → 0.13.1 (Scientific Graphics and GUI Library for Python)

  • Python 3.10.5 → 3.10.8 (Python programming language with standard library)

  • python_lsp_server 1.4.1 → 1.5.0 (Python Language Server for the Language Server Protocol)

  • pythonnet 3.0.0rc1 → 3.0.0.post1 (.Net and Mono integration for Python)

  • pythonqwt 0.10.1 → 0.10.2 (Qt plotting widgets for Python)

  • pytz 2022.1 → 2022.4 (World timezone definitions, modern and historical)

  • pywavelets 1.3.0 → 1.4.1 (PyWavelets, wavelet transform module)

  • pywinpty 2.0.6 → 2.0.9 (Python bindings for the winpty library)

  • pyzo 4.12.3 → 4.12.4.dev0 (the Python IDE for scientific computing)

  • qtawesome 1.1.1 → 1.2.1 (FontAwesome icons in PyQt and PySide applications)

  • qtconsole 5.3.1 → 5.3.2 (Jupyter Qt console)

  • qtpy 2.2.0.dev0 → 2.2.1 (Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.)

  • quart 0.17.0 → 0.18.3 (A Python ASGI web microframework with the same API as Flask)

  • regex 2022.6.2 → 2022.9.13 (Alternative regular expression module, to replace re.)

  • reportlab 3.6.10 → 3.6.12 (The Reportlab Toolkit)

  • requests 2.27.1 → 2.28.1 (Python HTTP for Humans.)

  • scikit_learn 1.1.1 → 1.1.3 (A set of python modules for machine learning and data mining)

  • scipy 1.8.1 → 1.9.3 (SciPy: Scientific Library for Python)

  • seaborn 0.11.2 → 0.12.1 (seaborn: statistical data visualization)

  • setuptools 63.1.0 → 65.5.0 (Easily download, build, install, upgrade, and uninstall Python packages)

  • spacy 3.2.4 → 3.4.1 (Industrial-strength Natural Language Processing (NLP) in Python)

  • spacy_legacy 3.0.9 → 3.0.10 (Legacy registered functions for spaCy backwards compatibility)

  • spacy_loggers 1.0.2 → 1.0.3 (Logging utilities for SpaCy)

  • sphinx 5.0.2 → 5.3.0 (Tool for generating documentation which uses reStructuredText as its markup language)

  • spyder 5.4.0.dev0 → 5.3.3 (The Scientific Python Development Environment)

  • spyder_kernels 2.3.2 → 2.3.3 (Jupyter kernels for Spyder's console)

  • sqlalchemy 1.4.39 → 1.4.42 (Database Abstraction Library)

  • sqlite_fts4 1.0.1 → 1.0.3 (Python functions for working with SQLite FTS4 search)

  • sqlite_utils 3.26 → 3.29 (CLI tool and Python utility functions for manipulating SQLite databases)

  • sqlparse 0.4.2 → 0.4.3 (Non-validating SQL parser)

  • srsly 2.4.2 → 2.4.5 (Modern high-performance serialization utilities for Python)

  • starlette 0.19.1 → 0.20.4 (The little ASGI library that shines.)

  • sympy 1.10.1 → 1.11.1 (Computer algebra system (CAS) in Python)

  • tabulate 0.8.9 → 0.9.0 (Pretty-print tabular data)

  • tenacity 8.0.1 → 8.1.0 (Retry code until it succeeds)

  • terminado 0.15.0 → 0.17.0 (Terminals served to xterm.js using Tornado websockets)

  • textdistance 4.2.2 → 4.5.0 (Compute distance between the two texts.)

  • thinc 8.0.17 → 8.1.5 (Practical Machine Learning for NLP)

  • tomlkit 0.11.1 → 0.11.6 (Style preserving TOML library)

  • torch 1.12.0 → 1.12.1 (Tensors and Dynamic neural networks in Python with strong GPU acceleration)

  • torchaudio 0.12.0 → 0.12.1 (An audio package for PyTorch)

  • torchvision 0.13.0 → 0.13.1 (image and video datasets and models for torch deep learning)

  • traitlets 5.3.0 → 5.4.0 (Traitlets Python config system)

  • trio 0.21.0 → 0.22.0 (A friendly Python library for async concurrency and I/O)

  • typing_extensions 4.3.0 → 4.4.0 (Backported and Experimental Type Hints for Python 3.5+)

  • tzdata 2022.1 → 2022.5 (Provider of IANA time zone data)

  • uvicorn 0.18.2 → 0.19.0 (The lightning-fast ASGI server.)

  • wasabi 0.9.1 → 0.10.1 (A lightweight console printing and formatting toolkit)

  • websocket_client 1.3.3 → 1.4.1 (WebSocket client for Python. hybi13 is supported.)

  • werkzeug 2.1.2 → 2.2.2 (The comprehensive WSGI web application library.)

  • widgetsnbextension 3.6.1 → 4.0.3 (IPython HTML widgets for Jupyter)

  • winpython 4.7.20220709 → 5.1.20221030 (WinPython distribution tools, including WPPM)

  • wsproto 1.1.0 → 1.2.0 (WebSockets state-machine based protocol implementation)

  • xarray 2022.3.0 → 2022.10.0 (N-D labeled arrays and datasets in Python)

  • zipp 3.8.0 → 3.9.0 (Backport of pathlib-compatible object wrapper for zip files)

  • zstandard 0.17.0 → 0.19.0 (Zstandard bindings for Python)

Removed packages:

  • altgraph 0.17.2 (Python graph (network) package)

  • amply 0.1.5 (Amply allows you to load and manipulate AMPL/GLPK data as Python data structures)

  • click_default_group 1.2.2 (Extends click.Group to invoke a command without explicit subcommand name)

  • jupyterlab_git 0.34.2 (A server extension for JupyterLab's git extension)

  • mkl_service 2.4.0 (Python bindings to some MKL service functions)

  • pefile 2021.9.3 (Python PE parsing module)

  • pipdeptree 2.2.1 (Command line utility to show dependency tree of packages)

  • pyinstaller 5.0.1 (PyInstaller bundles a Python application and all its dependencies into a single package.)

  • pyinstaller_hooks_contrib 2022.6 (Community maintained hooks for PyInstaller)

  • python_baseconv 1.2.2 (Convert numbers from base 10 integers to base X strings and back again.)

WinPython 3.11.0.1

The following packages are included in WinPython-64bit v3.11.0.1 .

Tools

Name Version Description
Nodejs v16.16.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 8.11.0 a package manager for JavaScript
Pandoc 2.3 a universal document converter

Python packages

Name Version Description
Python 3.11.0 Python programming language with standard library
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 0.8.0 File support for asyncio.
aiohttp 3.8.3 Async http client/server framework (asyncio)
aiosignal 1.2.0 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.17.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.12 A configurable sidebar-enabled Sphinx theme
alembic 1.8.0 A database migration tool for SQLAlchemy.
algopy 0.5.7 ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair 4.2.0 Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
altair_widgets 0.2.2 Altair Widgets: An interactive visualization for statistical data for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
ansiwrap 0.8.4 textwrap, but savvy to ANSI colors and styles
anyio 3.6.2 High level compatibility layer for multiple asynchronous event loop implementations
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 21.3.0 The secure Argon2 password hashing algorithm.
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
arrow 1.2.2 Better dates & times for Python
asciitree 0.3.3 Draws ASCII trees.
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.5.2 ASGI specs, helper code, and adapters
asn1crypto 1.4.0 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval 0.9.27 Safe, minimalistic evaluator of python expression using ast module
astroid 2.12.12 An abstract syntax tree for Python with inference support.
astropy 5.1.1 Community-developed python astronomy tools
async_generator 1.10 Async generators and context managers for Python 3.5+
async_timeout 4.0.2 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 22.1.0 Classes Without Boilerplate
autopep8 1.6.0 A tool that automatically formats Python code to conform to the PEP 8 style guide
babel 2.10.3 Internationalization utilities
backcall 0.2.0 Specifications for callback functions passed in to an API
backports_abc 0.5 A backport of recent additions to the 'collections.abc' module.
baresql 0.7.6 playing SQL directly on Python datas
bcrypt 3.2.0 Modern password hashing for your software and your servers
beautifulsoup4 4.11.1 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 22.10.0 The uncompromising code formatter.
bleach 5.0.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.4 Fast, simple object-to-object and broadcast signaling
blosc 1.10.6 Blosc data compressor
bokeh 2.4.3 Interactive plots and applications in the browser from Python
bottleneck 1.3.4 Fast NumPy array functions written in C
bqplot 0.12.36 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca 0.5.0 Generate complex HTML+JS pages with Python
brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
brotli 1.0.9 Python bindings for the Brotli compression library
cachelib 0.9.0 A collection of cache libraries in the same API interface.
certifi 2022.9.24 Python package for providing Mozilla's CA Bundle.
cffi 1.15.0 Foreign Function Interface for Python calling C code.
cftime 1.6.0 Time-handling functionality from netcdf4-python
chardet 5.0.0 Universal encoding detector for Python 2 and 3
charset_normalizer 2.0.12 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click 8.1.3 Composable command line interface toolkit
click_default_group_wheel 1.2.2 Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 2.1.0 Extended pickling support for Python objects
clr_loader 0.2.4 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.0.1 Collection of perceptually uniform colormaps
commonmark 0.9.1 Python parser for the CommonMark Markdown spec
contourpy 1.0.6 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.1.1 A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage 6.5.0 Code coverage measurement for Python
cramjam 2.5.0 Thin Python bindings to de/compression algorithms in Rust
cryptography 3.4.7 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
csvs_to_sqlite 1.3.1a0 Convert CSV files into a SQLite database
cycler 0.11.0 Composable style cycles
cython 0.29.32 The Cython compiler for writing C extensions for the Python language.
cytoolz 0.11.2 Cython implementation of Toolz: High performance functional utilities
dash 2.6.2 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2022.10.1 Parallel PyData with Task Scheduling
dask_image 2022.9.0 Distributed image processing
dask_labextension 5.3.0 A Jupyter Notebook server extension manages Dask clusters.
dask_searchcv 0.2.0 Tools for doing hyperparameter search with Scikit-Learn and Dask
databases 0.5.5 Async database support for Python.
datasette 0.62 A tool for exploring and publishing data
datasette_graphql 2.1.1 Datasette plugin providing an automatic GraphQL API for your SQLite databases
dateparser 1.1.0 Date parsing library designed to parse dates from HTML pages
db.py 0.5.4b1 a db package that doesn't suck
deap 1.3.1 Distributed Evolutionary Algorithms in Python
debugpy 1.6.2 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation 2.1.0 A library to handle automated deprecations
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill 0.3.5 serialize all of python
distlib 0.3.6 Distribution utilities
distributed 2022.10.1 Distributed scheduler for Dask
django 4.1.2 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
docopt 0.6.2 Pythonic argument parser, that will make you smile
docrepr 0.1.1 docrepr renders Python docstrings in HTML
docutils 0.17.1 Docutils -- Python Documentation Utilities
duckdb 0.5.2.dev1339 DuckDB embedded database
emcee 3.1.2 The Python ensemble sampling toolkit for MCMC
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
fast_histogram 0.11 Fast simple 1D and 2D histograms
fastapi 0.85.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners 0.17.3 A python package that provides useful locks.
fastjsonschema 2.16.2 Fastest Python implementation of JSON schema
fastparquet 0.8.0 Python support for Parquet file format
filelock 3.8.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.8.21 Fiona reads and writes spatial data files
flake8 4.0.1 the modular source code checker: pep8, pyflakes and co
flask 2.2.2 A simple framework for building complex web applications.
flask_accepts 0.18.4 Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow
flask_compress 1.13 Compress responses in your Flask app with gzip.
flask_mail 0.9.1 Flask extension for sending email
flask_restx 0.5.1 Fully featured framework for fast, easy and documented API development with Flask
flask_session 0.4.0 Adds server-side session support to your Flask application
flask_sqlalchemy 2.5.1 Adds SQLAlchemy support to your Flask application.
flaskerize 0.14.0 Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python.
flit 3.7.1 A simple packaging tool for simple packages.
flit_core 3.7.1 Distribution-building parts of Flit. See flit package for more information
folium 0.13.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.37.4 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
frozenlist 1.3.0 A list-like structure which implements collections.abc.MutableSequence
fs 2.4.15 Python's filesystem abstraction layer
fsspec 2022.7.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.4.3 GDAL: Geospatial Data Abstraction Library
geographiclib 1.52 The geodesic routines from GeographicLib
geopandas 0.12.1 Geographic pandas extensions
geopy 2.2.0 Python Geocoding Toolbox
gitdb 4.0.9 Git Object Database
gitpython 3.1.29 Python Git Library
graphene 3.1.1 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core-next
great_expectations 0.14.11 Always know what to expect from your data.
greenlet 2.0.0a3.dev0 Lightweight in-process concurrent programming
guidata 2.3.0 Automatic graphical user interfaces generation for easy dataset editing and display
h11 0.12.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.7.0 Read and write HDF5 files from Python
heapdict 1.0.1 a heap with decrease-key and increase-key operations
holoviews 1.15.1 Stop plotting your data - annotate your data and let it visualize itself.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 0.15.0 A minimal low-level HTTP client.
httpie 3.2.1 HTTPie - a CLI, cURL-like tool for humans.
httpx 0.23.0 The next generation HTTP client.
hupper 1.10.3 Integrated process monitor for developing and reloading daemons.
husl 4.0.3 Human-friendly HSL
hvplot 0.8.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.14.3 A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.56.2 A library for property-based testing
idlex 1.22 IDLE Extensions for Python
idna 3.1 Internationalized Domain Names in Applications (IDNA)
imageio 2.22.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.2 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.9.1 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 5.0.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 1.1.1 iniconfig: brain-dead simple config-ini parsing
intake 0.6.4 Data load and catalog system
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.1 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.16.2 IPython Kernel for Jupyter
ipyleaflet 0.17.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.2 Matplotlib Jupyter Extension
ipython 7.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.4.1b1 RDBMS access via IPython
ipywidgets 8.0.2 IPython HTML widgets for Jupyter
isort 5.10.1 A Python utility / library to sort Python imports.
itsdangerous 2.1.2 Various helpers to pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jedi 0.18.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 0.8.9 a library for doing approximate and phonetic matching of strings.
jinja2 3.0.3 A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time 0.2.0 Jinja2 Extension for Dates and Times
joblib 1.2.0 Lightweight pipelining: using Python functions as pipeline jobs.
json5 0.9.8 A Python implementation of the JSON5 data format.
jsonpatch 1.32 Apply JSON-Patches (RFC 6902)
jsonpointer 2.3 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.6.2 An implementation of JSON Schema validation for Python
julia 0.5.7 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 3.0.4 A Jupyter extension for rendering Bokeh content.
jupyter_client 7.3.4 Jupyter protocol implementation and client libraries
jupyter_console 6.4.4 Jupyter terminal console
jupyter_core 4.11.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_lsp 1.5.1 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging 0.12.3 Jupyter Packaging Utilities
jupyter_server 1.21.0 The Jupyter Server
jupyter_server_mathjax 0.2.6 MathJax resources as a Jupyter Server Extension.
jupyter_server_proxy 3.2.1 Jupyter server extension to supervise and proxy web services
jupyter_sphinx 0.4.0 Jupyter Sphinx Extensions
jupyterlab 3.5.0 The JupyterLab notebook server extension.
jupyterlab_launcher 0.13.1 Jupyter Launcher
jupyterlab_lsp 3.10.2 Language Server Protocol integration for JupyterLab
jupyterlab_pygments 0.2.2 Pygments theme
jupyterlab_server 2.16.1 JupyterLab Server
jupyterlab_widgets 3.0.3 JupyterLab extension providing HTML widgets
keyring 23.5.0 Store and access your passwords safely.
kiwisolver 1.4.3 A fast implementation of the Cassowary constraint solver
lazy_object_proxy 1.7.1 A fast and thorough lazy object proxy.
lmfit 1.0.3 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python for Linux and Windows
loky 3.1.0 A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml 4.9.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4 4.0.1 LZ4 Bindings for Python
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.3.7 Python implementation of Markdown.
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
marshmallow 3.12.1 A lightweight library for converting complex datatypes to and from native Python datatypes.
matplotlib 3.6.0 Python plotting package
matplotlib_inline 0.1.6 Inline Matplotlib backend for Jupyter
mccabe 0.6.1 McCabe checker, plugin for flake8
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
metakernel 0.28.2 Metakernel for Jupyter
missingno 0.5.1 Missing data visualization module for Python.
mistune 0.8.4 The fastest markdown parser in pure Python
mizani 0.8.1 Scales for Python
mlxtend 0.18.0 Machine Learning Library Extensions
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpldatacursor 0.7.1 Interactive data cursors for Matplotlib
mpmath 1.2.1 Python library for arbitrary-precision floating-point arithmetic
msgpack 1.0.4 MessagePack (de)serializer.
msvc_runtime 14.32.31326 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.2 multidict implementation
munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects)
mypy 0.982 Optional static typing for Python
mypy_extensions 0.4.3 Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python 8.0.21 MySQL driver written in Python
nbclassic 0.4.7 Jupyter Notebook as a Jupyter Server Extension.
nbclient 0.7.0 A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert 6.5.0 Converting Jupyter Notebooks
nbconvert_reportlab 0.2 Convert notebooks to PDF using Reportlab
nbdime 3.1.1 Diff and merge of Jupyter Notebooks
nbformat 5.7.0 The Jupyter Notebook format
nbval 0.9.6 A py.test plugin to validate Jupyter notebooks
nest_asyncio 1.5.6 Patch asyncio to allow nested event loops
netcdf4 1.6.0 Provides an object-oriented python interface to the netCDF version 4 library.
networkx 2.8.7 Python package for creating and manipulating graphs and networks
nlopt 2.7.1 Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk 3.7 Natural Language Toolkit
notebook 6.5.2 A web-based notebook environment for interactive computing
notebook_shim 0.2.0 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numcodecs 0.10.0 A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools 0.9.40 Solves automatic numerical differentiation problems in one or more variables.
numexpr 2.8.3 Fast numerical expression evaluator for NumPy
numpy 1.23.4 NumPy is the fundamental package for array computing with Python.
numpydoc 1.3 Sphinx extension to support docstrings in Numpy format
oct2py 5.4.3 Python to GNU Octave bridge --> run m-files from python.
octave_kernel 0.34.1 A Jupyter kernel for Octave.
openpyxl 3.0.10 A Python library to read/write Excel 2010 xlsx/xlsm files
orjson 3.7.3 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.2.0 Capture the outcome of Python function calls.
packaging 21.3 Core utilities for Python packages
palettable 3.3.0 Color palettes for Python
pandas 1.5.1 Powerful data structures for data analysis, time series, and statistics
pandas_datareader 0.10.0 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 0.14.1 A high level app and dashboarding solution for Python.
papermill 2.4.0 Parametrize and run Jupyter and nteract Notebooks
param 1.12.2 Declarative Python programming using Parameters.
parambokeh 0.2.3 ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server.
paramiko 2.8.0 SSH2 protocol library
paramnb 2.0.4 Generate ipywidgets from Parameterized objects in the notebook
parso 0.8.3 A Python Parser
partd 1.2.0 Appendable key-value storage
pathspec 0.9.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.3 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pdvega 0.2.1.dev0 Pandas plotting interface to Vega and Vega-Lite
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 9.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.19.2 Physical quantities module
pip 22.3 The PyPA recommended tool for installing Python packages.
pkginfo 1.8.3 Query metadatdata from sdists / bdists / installed packages.
platformdirs 2.5.2 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly 5.11.0 An open-source, interactive graphing library for Python
plotnine 0.10.1 A grammar of graphics for python
pluggy 1.0.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 1.8.6.dev0 Python's forecast::auto.arima equivalent
polars 0.14.22 Blazingly fast DataFrame library
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.8 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.15.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.29 Library for building powerful interactive command lines in Python
protobuf 4.21.9 Protocol Buffers
psutil 5.9.0 Cross-platform lib for process and system monitoring in Python.
ptpython 3.0.20 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
py 1.11.0 library with cross-python path, ini-parsing, io, code, log facilities
py_lru_cache 0.1.4 LRU cache for python. Provides a dictionary-like object as well as a method decorator.
pyaml 20.4.0 PyYAML-based module to produce pretty and readable YAML-serialized data
pyaudio 0.2.11 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.10.0 Seamless operability between C++11 and Python
pycodestyle 2.8.0 Python style guide checker
pycosat 0.6.3 bindings to picosat (a SAT solver)
pycparser 2.21 C parser in Python
pyct 0.4.8 python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 1.9.1 Data validation and settings management using python 3.6 type hinting
pydeck 0.7.1 Widget for deck.gl maps
pydocstyle 6.1.1 Python docstring style checker
pyepsg 0.4.0 Easy access to the EPSG database via http epsg.io/
pyerfa 2.0.0.1 Python bindings for ERFA
pyflakes 2.4.0 passive checker of Python programs
pyflux 0.4.17 PyFlux: A time-series analysis library for Python
pygad 2.17.0 PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame 2.1.2 Python Game Development
pygments 2.12.0 Pygments is a syntax highlighting package written in Python.
pyhdf 0.10.5 pyhdf: Python interface to the NCSA HDF4 library.
pylint 2.15.4 python code static checker
pyls_spyder 0.4.0 Spyder extensions for the python-language-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pyopengl 3.1.6 Standard OpenGL bindings for Python
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 2.4.7 Python parsing module
pyproj 3.4.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5 5.15.6 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.11.0 The sip module support for PyQt5
pyqtgraph 0.13.1 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.5 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache 0.5.4 Mustache for Python
pytest 7.1.1 pytest: simple powerful testing with Python
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 0.19.2 Add .env support to your django/flask apps in development and deployments
python_hdf4 0.10.0+dummy Python-HDF4: Python interface to the NCSA HDF4 library.
python_lsp_black 1.2.1 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.0.0 JSON RPC 2.0 server library
python_lsp_server 1.5.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.5 A streaming multipart parser for Python
python_picard 0.7 Preconditoned ICA for Real Data
python_slugify 6.1.2 A Python Slugify application that handles Unicode
python_snappy 0.6.1 Python library for the snappy compression library from Google
pythonnet 3.0.0rc1 .Net and Mono integration for Python
pythonqwt 0.10.2 Qt plotting widgets for Python
pytoolconfig 1.2.1 Python tool configuration
pytz 2022.4 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 2.2.0 Bidirectional communication for the PyViz ecosystem.
pywavelets 1.4.1 PyWavelets, wavelet transform module
pywin32 304.0 Python for Window Extensions
pywin32_ctypes 0.2.0 A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty 2.0.9 Python bindings for the winpty library
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0 YAML parser and emitter for Python
pyzmq 23.2.0 Python bindings for 0MQ
pyzo 4.12.4.dev0 the Python IDE for scientific computing
qdarkstyle 3.0.3 The most complete dark stylesheet for Python and Qt applications
qstylizer 0.2.1 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.2.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.3.2 Jupyter Qt console
qtpy 2.2.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart 0.18.3 A Python ASGI web microframework with the same API as Flask
rasterio 1.2.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis key-value store
regex 2022.9.13 Alternative regular expression module, to replace re.
reportlab 3.6.12 The Reportlab Toolkit
requests 2.28.1 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 0.9.1 A utility belt for advanced users of python-requests
rfc3986 1.5.0 Validating URI References per RFC 3986
rich 12.4.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rise 5.7.1 Reveal.js - Jupyter/IPython Slideshow Extension
rope 1.2.0 a python refactoring library...
rtree 1.0.0 R-Tree spatial index for Python GIS
ruamel.yaml 0.17.17 a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_fuzzy 0.4.1 Fuzzy logic toolkit for SciPy
scikit_image 0.19.3 Image processing routines for SciPy
scikit_learn 1.1.3 A set of python modules for machine learning and data mining
scikit_optimize 0.9.0 Sequential model-based optimization toolbox.
scilab2py 0.6.2 Python to Scilab bridge
scipy 1.9.3 SciPy: Scientific Library for Python
scramp 1.4.1 An implementation of the SCRAM protocol.
seaborn 0.12.1 seaborn: statistical data visualization
send2trash 1.8.0 Send file to trash natively under Mac OS X, Windows and Linux.
setuptools 65.5.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 1.8.5.post1 Geometric objects, predicates, and operations
simpervisor 0.4 Simple async process supervisor
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.17.6 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
snakeviz 2.1.0 A web-based viewer for Python profiler output
sniffio 1.2.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.4 Play and Record Sound with Python
soupsieve 2.3.2.post1 A modern CSS selector implementation for Beautiful Soup.
sphinx 5.3.0 Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme 1.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.5 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder 5.3.3 The Scientific Python Development Environment
spyder_kernels 2.3.3 Jupyter kernels for Spyder's console
sqlalchemy 1.4.42 Database Abstraction Library
sqlite_bro 0.12.2 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.29 CLI tool and Python utility functions for manipulating SQLite databases
sqlparse 0.4.3 Non-validating SQL parser
sspyrs 0.2 Lightweight interface for SSRS reports to python
starlette 0.20.4 The little ASGI library that shines.
statsmodels 0.13.2 Statistical computations and models for Python
streamz 0.6.3 Streams
supersmoother 0.4 Python implementation of Friedman's Supersmoother
swifter 1.0.9 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.11.1 Computer algebra system (CAS) in Python
tables 3.7.0 Hierarchical datasets for Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
termcolor 1.1.0 ANSII Color formatting for output in terminal.
terminado 0.17.0 Terminals served to xterm.js using Tornado websockets
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
textwrap3 0.9.2 textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl 3.1.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2022.5.4 Read and write TIFF(r) files
tinycss2 1.1.1 tinycss2
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.11.6 Style preserving TOML library
toolz 0.11.2 List processing tools and functional utilities
tornado 6.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.64.0 Fast, Extensible Progress Meter
traitlets 5.4.0 Traitlets Python config system
traittypes 0.2.1 Scipy trait types
trio 0.22.0 A friendly Python library for async concurrency and I/O
trio_asyncio 0.12.0 A re-implementation of the asyncio mainloop on top of Trio
twine 4.0.1 Collection of utilities for publishing packages on PyPI
twitter 1.19.2 An API and command-line toolset for Twitter (twitter.com)
typing_extensions 4.4.0 Backported and Experimental Type Hints for Python 3.5+
tzdata 2022.5 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
ujson 5.3.0 Ultra fast JSON encoder and decoder for Python
uncertainties 3.1.6 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
urllib3 1.26.10 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.19.0 The lightning-fast ASGI server.
vega 3.6.0 A Jupyter widget for Vega 5 and Vega-Lite 4
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.14.1 Virtual Python Environment builder
vitables 3.0.2 A viewer for PyTables package
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 The Cranelift compiler for the wasmer package (to compile WebAssembly module)
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.1.8 Filesystem events monitoring
wcwidth 0.2.5 Measures number of Terminal column cells of wide-character codes
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.4.1 WebSocket client for Python. hybi13 is supported.
werkzeug 2.2.2 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.37.1 A built-package format for Python
widgetsnbextension 4.0.3 IPython HTML widgets for Jupyter
winpython 5.1.20221030 WinPython distribution tools, including WPPM
wordcloud 1.8.1 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2022.10.0 N-D labeled arrays and datasets in Python
xgboost 1.6.1 XGBoost Python Package
xlsxwriter 3.0.3 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2022.6.0 Source of XYZ tiles providers
yapf 0.32.0 A formatter for Python code.
yarl 1.7.2 Yet another URL library
zarr 2.11.3 An implementation of chunked, compressed, N-dimensional arrays for Python.
zict 2.2.0 Mutable mapping tools
zipp 3.9.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.19.0 Zstandard bindings for Python

@stonebig
Copy link
Contributor Author

stonebig commented Nov 5, 2022 •
edited
Loading

Maybe a good strategy would be waiting to Python 3.11.1. It will give time to the eco system to mature and have better compatibility.

In the particular case of Winpython:

  • publishing is integral part of the maturation process,
  • the ideal pace of WinPython publishing shall be every 2 month, following cPython update/maturation cycle.

@stonebig stonebig closed this as completed Nov 6, 2022
@stonebig stonebig unpinned this issue Nov 6, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
2022-03 Python-3.11.0 / Jupyterlab-3.5.0
Development

No branches or pull requests
6 participants
@firai @ivankravets @stonebig @RoyiAvital @hiccup7 @botkero