Matrices#

Linear Algebra oriented#

Installation#

Getting started guide can be found on official Rapids website.

conda create -n rapids-21.12 -c rapidsai -c nvidia -c conda-forge rapids=21.12 python=3.8 cudatoolkit=11.5 dask-sql

NumPy vs CuPy#

NetworkX vs cuGraph#

Pandas vs cuDF#

Pandas vs Modin vs cuDF vs Dask-cuDF#

NumPy vs PyTorch vs JAX vs CuPy#