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hale's Projects

mmpdb icon mmpdb

A package to identify matched molecular pairs and use them to predict property changes.

molscribe icon molscribe

Robust Molecular Structure Recognition with Image-to-Graph Generation

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

opennmt-tutorial icon opennmt-tutorial

Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.

pocket2mol icon pocket2mol

Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets

rascore icon rascore

Retrosynthetic Accessibility (RA) score learned from computer aided synthesis planning

reinvent icon reinvent

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning

rxnscribe icon rxnscribe

A Sequence Generation Model for Reaction Diagram Parsing

secse icon secse

Systemic Evolutionary Chemical Space Exploration for Drug Discovery

selfies icon selfies

Robust representation of semantically constrained graphs, in particular for molecules in chemistry

solubility icon solubility

An implementation of Delaney's ESOL method using the RDKit

syntalinker icon syntalinker

Automatic Fragment Linking with Deep Conditional Transformer Neural Networks

torchdrug icon torchdrug

A powerful and flexible machine learning platform for drug discovery

vina-gpu icon vina-gpu

A heterogeneous OpenCL implementation of AutoDock Vina

watvina icon watvina

implicit or explicit water model based docking with Autodock vina engine. supporting pharmacophore /position constrained docking

you-get icon you-get

:arrow_double_down: Dumb downloader that scrapes the web

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