Miniforge is preferred over conda because Miniforge comes with mamba and conda-forge is the default channel.
mamba create -n <project_name> -c rapidsai -c conda-forge -c nvidia rapids=23.10 python=3.9 cuda-version=11.8
mamba activate <project_name>
mamba install pytorch torchvision torchaudio cudatoolkit=11.8 -c pytorch -c nvidia -y
mamba install -y -c bioconda -c conda-forge snakemake -y
mamba install -c conda-forge graph-tool scikit-learn numpy numba scipy pandas polars networkx seaborn matplotlib gensim ipykernel tqdm black faiss-gpu==1.7.3 -y
install GPUtil nvitop