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Philippe Schwaller's Projects

colab-db.github.io icon colab-db.github.io

Repository of Jupyter Notebooks on Colab, Binder and Huggingface for Bio, Chemistry and Physics

copier-pylib icon copier-pylib

template for pure Python libraries. As simple as possible. No magic.

drfp icon drfp

An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.

molgan icon molgan

Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)

nmt_gan icon nmt_gan

generative adversarial nets for neural machine translation

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

rl4nmt icon rl4nmt

Reinforcement Learning for Neural Machine Translation

rxn_yields icon rxn_yields

Code complementing our manuscript on the prediction of chemical reaction yields (http://dx.doi.org/10.26434/chemrxiv.12758474)

rxnfp icon rxnfp

Reaction fingerprints, maps and classification

rxnmapper icon rxnmapper

RXNMapper: Unsupervised attention-guided atom-mapping

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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