Had to go through a lot of issues setting up the pytorch_geometric environment, the best way to setup a reproducible environment so far I could build is using `conda-forge` channel exclusively for all `pytorch` related packages, using the following commands

conda create --name yourenvname python=3.10 -c conda-forge conda activate yourenvname conda config --add channels conda-forge conda config --set channel_priority strict conda install pytorch pytorch_geometric pytorch_scatter pytorch_sparse

NOTE: involves prioritizing the `conda-forge` over the `default` channel (totally worth it!) and I only tested it on a `cpu` environment

Had to go through a lot of issues setting up the pytorch_geometric environment, the best way to setup a reproducible environment so far I could build is using `conda-forge` channel exclusively for all `pytorch` related packages, using the following commands

conda create --name yourenvname python=3.10 -c conda-forge conda activate yourenvname conda config --add channels conda-forge conda config --set channel_priority strict conda install pytorch pytorch_geometric pytorch_scatter pytorch_sparse

NOTE: involves prioritizing the `conda-forge` over the `default` channel (totally worth it!) and I only tested it on a `cpu` environment