150X FASTER DataFrame Processing !!!#ailearning #deeplearning #pandas #df #nvidia #rapids #rapidsai

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INSTALL WITH CONDA

1. If not installed, download and run the install script. This will install the latest miniconda:

wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh

bash Miniconda3-latest-Linux-x86_64.sh

2. Then quick install RAPIDS with:

conda create --solver=libmamba -n rapids-23.10 -c rapidsai -c conda-forge -c nvidia rapids=23.10 python=3.10 cudatoolkit=11.8

OR

INSTALL WITH PIP

1. Install via pip channels:

pip install cudf-cu11 dask-cudf-cu11 --extra-index-url=https://pypi.nvidia.com pip install cuml-cu11 --extra-index-url=https://pypi.nvidia.com pip install cugraph-cu11 --extra-index-url=https://pypi.nvidia.com ... https://www.youtube.com/watch?v=IPEEI6DP1OQ