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Dissertation project: Applying CNN on molecular graph to classify toxic compounds

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MSc Artificial Intelligence Project - Summer 2018

2014 Tox21 data challenge to classify 10,000+ compounds as toxic for 12 bio-assays.

Model is not fully functional yet so details on how to implement it will be updated once the project is completed.

CNN architecture for node-level classification is based from:

@inproceedings{kipf2017semi,
  title={Semi-Supervised Classification with Graph Convolutional Networks},
  author={Kipf, Thomas N. and Welling, Max},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2017}
}

Feedforward NN used for the LIME software is based from: https://github.com/deepchem/deepchem

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Dissertation project: Applying CNN on molecular graph to classify toxic compounds

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