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Structural Biology

12 projects

Showing 12 of 12 projects

AlphaFold
AlphaFoldPython

Open source implementation of AlphaFold 2, a deep learning system for highly accurate protein structure prediction.

#deep-learning#neural-networks#protein-structure-prediction
Stars14.8k
Forks2.9k
Last commit4 months ago
AlphaFold3
AlphaFold3Python

AlphaFold 3 is an AI model that predicts the 3D structures of proteins and their interactions with other biomolecules like DNA, RNA, and ligands.

#scientific-computing#biomolecular-modeling#deep-learning
Stars8.5k
Forks1.4k
Last commit19 days ago
OpenFold
OpenFoldPython

A trainable, memory-efficient PyTorch reproduction of AlphaFold 2 for protein structure prediction.

#alphafold2#protein-structure#deep-learning
Stars3.4k
Forks690
Last commit8 months ago
RoseTTAFold
RoseTTAFoldPython

A deep learning system for accurate protein structure and interaction prediction using a three-track neural network.

#deep-learning#neural-networks#protein-structure-prediction
Stars2.3k
Forks459
Last commit2 years ago
3Dmol.js
3Dmol.jsJupyter Notebook

WebGL-accelerated JavaScript library for interactive molecular visualization in web applications.

#scientific-visualization#3d-graphics#computational-biology
Stars1.0k
Forks226
Last commit7 days ago
OmegaFold
OmegaFoldPython

High-resolution de novo protein structure prediction from amino acid sequences using deep learning.

#deep-learning#protein-structure-prediction#computational-biology
Stars626
Forks90
Last commit3 years ago
ProDy
ProDyPython

A Python package for analyzing protein structure, dynamics, and sequence evolution with a comprehensive API and GUI.

#scientific-computing#dynamics#protein
Stars555
Forks181
Last commit5 days ago
pdb-tools
pdb-toolsPython

A dependency-free cross-platform Swiss Army knife for manipulating and editing Protein Data Bank (PDB) files.

#scientific-computing#command-line-tools#pdb-manipulation
Stars457
Forks122
Last commit3 months ago
TargetDiff
TargetDiffPython

Official implementation of a 3D equivariant diffusion model for generating drug-like molecules that bind to specific protein targets and predicting their binding affinity.

#binding-affinity#protein-ligand-docking#diffusion-models
Stars346
Forks52
Last commit2 years ago
awesome-molecular-docking
awesome-molecular-docking

A curated list of resources for molecular docking, protein-protein docking, and related computational biology tasks.

#cheminformatics#ai-aided-drug-discovery#protein-structure
Stars106
Forks8
Last commit3 years ago
3D e-Chem Virtual Machine
3D e-Chem Virtual MachineShell

A virtual machine containing all software and sample data to run 3D-e-Chem KNIME workflows for structural cheminformatics.

#cheminformatics#research-infrastructure#virtual-machine
Stars17
Forks3
Last commit8 years ago
confgen
confgenHTML

A web application for generating small ligand conformers for molecular docking using RDKit.

#cheminformatics#molecular-docking#rdkit
Stars7
Forks0
Last commit8 months ago

Related Tags

#Bioinformatics10#Computational Biology8#Deep Learning5#Protein Structure Prediction5#Pytorch4#Computational Chemistry4#Cheminformatics3#Scientific Computing3#Protein Structure3#Drug Discovery3#Ai Research3#Machine Learning3
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