guomei88

guomei88

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DiffDock

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

Language:PythonLicense:MITStargazers:1054Issues:19Issues:219

chai-lab

Chai-1, SOTA model for biomolecular structure prediction

Language:PythonLicense:NOASSERTIONStargazers:1053Issues:13Issues:48

practical_cheminformatics_tutorials

Practical Cheminformatics Tutorials

Language:Jupyter NotebookLicense:MITStargazers:797Issues:45Issues:10

teachopencadd

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

Language:Jupyter NotebookLicense:CC-BY-4.0Stargazers:755Issues:31Issues:159

molstar

A comprehensive macromolecular library

Language:TypeScriptLicense:MITStargazers:646Issues:27Issues:698

EquiBind

EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

Language:PythonLicense:MITStargazers:474Issues:9Issues:66

DiffLinker

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

Language:PythonLicense:MITStargazers:294Issues:7Issues:13

posebusters

Plausibility checks for generated molecule poses.

Language:PythonLicense:BSD-3-ClauseStargazers:213Issues:3Issues:19

espsim

Scoring of shape and ESP similarity with RDKit

Language:Jupyter NotebookLicense:MITStargazers:205Issues:9Issues:19

chemml

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

Language:PythonLicense:BSD-3-ClauseStargazers:162Issues:14Issues:11

molpal

active learning for accelerated high-throughput virtual screening

Language:Jupyter NotebookLicense:MITStargazers:160Issues:6Issues:29

MolPipeline

A Python package for processing molecules with RDKit in scikit-learn

Language:PythonLicense:MITStargazers:123Issues:6Issues:41
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SECSE

Systemic Evolutionary Chemical Space Exploration for Drug Discovery

Language:PythonLicense:Apache-2.0Stargazers:77Issues:3Issues:7

jazzy

Fast calculation of hydrogen-bond strengths and free energy of hydration of small molecules.

Language:PythonLicense:NOASSERTIONStargazers:75Issues:2Issues:18
Language:Jupyter NotebookLicense:Apache-2.0Stargazers:55Issues:3Issues:0

Chemoinformatics-tutos

Compilation of chemoinformatics and machine learning techniques

Language:Jupyter NotebookStargazers:51Issues:5Issues:1

gypsum_dl

Gypsum-DL is a free, open-source program that converts 1D and 2D small-molecule representations (SMILES strings or flat SDF files) into 3D models. It outputs models with alternate ionization, tautomeric, chiral, cis/trans isomeric, and ring-conformational states.

Language:PythonLicense:Apache-2.0Stargazers:39Issues:2Issues:5

resp

A. Alenaizan's restricted electrostatic potential (RESP) plugin to Psi4

Language:PythonLicense:BSD-3-ClauseStargazers:26Issues:7Issues:11

Pocket-to-Concavity

Pocket to Concavity is a tool for refinement of Protein-Ligand binding site shape from alpha-spheres

Language:PythonLicense:MITStargazers:12Issues:0Issues:0

ML_StarterKit_CHE596

End-to-end ML workflow based on the talk I gave in CHE596.

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