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HypergraphSynergy

This repository contains the code and data for "Multi-way relation-enhanced hypergraph representation learning for anti-cancer drug synergy prediction" Framework of HypergraphSynergy

Requirements

  • python 3.7
  • deepchem >= 2.5
  • numpy >= 1.19
  • pandas >= 1.3
  • pytorch >= 1.8.0
  • pytorch geometric >= 2.0.0
  • scikit-learn >= 1.0.2
  • rdkit >= 2020.09.1

Usage

  cd Model/HypergraphSynergy
  # for classification experiment
  python main.py
  # for regression experiment
  python main_reg.py

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