This repository computes atomic-level attribution scores for Drug–Target Interaction (DTI) models using multiple explainability methods (Integrated Gradients, Input × Gradient, Guided Backpropagation, and Gradient SHAP).
To set up the environment, make sure Conda or Miniforge is installed. Then create and activate the environment from the provided file:
- Activate the environment
conda env create -f environment.yml conda activate rindti
- To execute the attribution pipeline:
snakemake -s attribution_pipeline/Snakefile --cores 1