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hale's Projects

3dlinker icon 3dlinker

An E(3) Equivariant Variational Autoencoder for Molecular Linker Design

admetlab icon admetlab

A platform for systematic ADME evaluation of drug molecules, thereby accelerating the drug discovery process.

askcos icon askcos

Software package for computer aided synthesis planning

bfee2 icon bfee2

binding free energy estimator 2

deepchemstable icon deepchemstable

DeepChemStable: chemical stability prediction using attention-based graph convolution network

deeppurpose icon deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

desert icon desert

Zero-Shot 3D Drug Design by Sketching and Generating (NeurIPS 2022)

diffdock icon diffdock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

difflinker icon difflinker

DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design

diffsbdd icon diffsbdd

A Euclidean diffusion model for structure-based drug design.

dig icon dig

A library for graph deep learning research

dock-md-fep icon dock-md-fep

A three-in-one workflow, Dock with Autodock, MD with OpenMM, FEP with OpenMM/yank

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gnina icon gnina

A deep learning framework for molecular docking

hts-specs icon hts-specs

Specifications of SAM/BAM and related high-throughput sequencing file formats

jupyter_dock icon jupyter_dock

Jupyter Dock is a set of Jupyter Notebooks for performing molecular docking protocols interactively, as well as visualizing, converting file formats and analyzing the results.

lomap icon lomap

Alchemical mutation scoring map

molscribe icon molscribe

Robust Molecular Structure Recognition with Image-to-Graph Generation

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