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🧠 Blood-Brain Barrier Permeability Predictor

Stack:

  • Models: PyTorch, PyTorch Geometric, PyTorch Lightning;
  • Chemistry: RDKit;
  • Web application: Streamlit, Plotly.

Project structure

  • config.yaml: model configuration;
  • train.py: model training script;
  • web.py: web application root;
  • backend/: feature extraction, dataset proprocessing, model;
  • frontend/: web application.

Usage

  • To train the model run python train.py;
  • To run the web application run streamlit run web.py.

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