Various GNN algorithms such as GAT and GCN are trained on datasets to detect the pre-determined patterns. Overall, running an end-to-end procedure with assistance of complete MLOps for node-classification tasks.

I would suggest creating a virtual environment using venv, the way to do is:

• python3 -m venv .venv/
• source .venv/bin/activate

Later, please install the requirements-pip.txt using

• pip install -r requirements-pip.txt

In case of issues regarding torch, torchvision or torchaudio please use

• Remove them either with pip uninstall or simply remove from requirements-pip.txt
• pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu

In case of issues regarding torch-scatter, torch-sparse or torch-geometric please use

• Remove them either with pip uninstall or simply remove from requirements-pip.txt
• pip install torch-scatter -f https://data.pyg.org/whl/torch-1.11.0+cpu.html
• pip install torch-sparse -f https://data.pyg.org/whl/torch-1.11.0+cpu.html
• pip install torch-geometric