Python

Decorative image.
Jun 12, 2025

Driving Toward Billion-Cell Analysis and Biological Breakthroughs with RAPIDS-singlecell

The future of cell biology and virtual cell models is dependent on measuring and analyzing data at scale. Single-cell experiments have been growing at an...
7 MIN READ
An illustration for RAPIDS.
May 29, 2025

RAPIDS Brings Zero-Code-Change Acceleration, IO Performance Gains, and Out-of-Core XGBoost

Over the past two releases, RAPIDS introduced zero-code-change acceleration for Python machine learning, huge IO performance improvements, larger-than-memory...
10 MIN READ
May 27, 2025

Advanced Optimization Strategies for LLM Training on NVIDIA Grace Hopper

In the previous post, Profiling LLM Training Workflows on NVIDIA Grace Hopper, we explored the importance of profiling large language model (LLM) training...
10 MIN READ
Apr 23, 2025

NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support

NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...
4 MIN READ
Mar 20, 2025

Easily Build Edge AI Apps with Dynamic Flow Control in NVIDIA Holoscan 3.0

NVIDIA announced at GTC 2025 the release of NVIDIA Holoscan 3.0, the real-time AI sensor processing platform. This latest version provides dynamic flow control,...
4 MIN READ
Stock board
Mar 04, 2025

GPU-Accelerate Algorithmic Trading Simulations by over 100x with Numba

Quantitative developers need to run back-testing simulations to see how financial algorithms perform from a profit and loss (P&L) standpoint. Statistical...
12 MIN READ
Feb 13, 2025

Using NetworkX, Jaccard Similarity, and cuGraph to Predict Your Next Favorite Movie

As the amount of data available to everyone in the world increases, the ability for a consumer to make informed decisions becomes increasingly difficult....
9 MIN READ
Feb 10, 2025

Just Released: Tripy, a Python Programming Model For TensorRT

Experience high-performance inference, usability, intuitive APIs, easy debugging with eager mode, clear error messages, and more.
1 MIN READ
Dec 20, 2024

NVIDIA Hackathon Winners Share Strategies for RAPIDS-Accelerated ML Workflows

Approximately 220 teams gathered at the Open Data Science Conference (ODSC) West this year to compete in the NVIDIA hackathon, a 24-hour machine learning (ML)...
8 MIN READ
Dec 16, 2024

Sandboxing Agentic AI Workflows with WebAssembly

Agentic AI workflows often involve the execution of large language model (LLM)-generated code to perform tasks like creating data visualizations. However, this...
7 MIN READ
Dec 12, 2024

Harnessing GPU Acceleration for Multi-Label Classification with RAPIDS cuML

Modern classification workflows often require classifying individual records and data points into multiple categories instead of just assigning a single label....
4 MIN READ
Nov 21, 2024

Build Your First Human-in-the-Loop AI Agent with NVIDIA NIM

AI agents powered by large language models (LLMs) help organizations streamline and reduce manual workloads. These agents use multilevel, iterative reasoning to...
11 MIN READ
Code showing how to use epilogs with matrix multiplication in nvmath-python.
Nov 18, 2024

Fusing Epilog Operations with Matrix Multiplication Using nvmath-python

nvmath-python (Beta) is an open-source Python library, providing Python programmers with access to high-performance mathematical operations from NVIDIA CUDA-X...
8 MIN READ
Oct 24, 2024

Bridging the CUDA C++ Ecosystem and Python Developers with Numbast

By enabling CUDA kernels to be written in Python similar to how they can be implemented within C++, Numba bridges the gap between the Python ecosystem and the...
8 MIN READ
Oct 02, 2024

Webinar: Accelerating Python with GPUs

Join us on October 9 to learn how your applications can benefit from NVIDIA CUDA Python software initiatives.
1 MIN READ
Sep 19, 2024

Just Released: Torch-TensorRT v2.4.0

Includes C++ runtime support in Windows Support, Enhanced Dynamic Shape support in Converters, PyTorch 2.4, CUDA 12.4, TensorRT 10.1, Python 3.12.
1 MIN READ