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Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

General Purpose GPU Computing

pyculib

PyCUDA

CUDA integration for Python, plus shiny features.

cupy

NumPy-like API accelerated with CUDA.

cudf

cuDF - GPU DataFrame Library.

jax

cuml

Graphics Rendering

PyOpenGL

Machine Learning Libraries

Most machine learning libraries in Python support GPU computing. I list the most famous ones below.

LightGBM

AutoGluon

PyTorch

TensorFlow

Apache Ray

Horovod

ZeRO + DeepSpeed