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algorithm solvingalpha fold or related
protein structure predictiongenerative
generative model: protein relatedlearning
materials for CS, Machine learning etcMD sim
molecular dynamics simulationrefinement
protein structure refinementtools
molecular dynamics simulation results analysis toolsStars
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NeuralPLexer: State-specific protein-ligand complex structure prediction with a multi-scale deep generative model
Improved antibody structure-based design using inverse folding
A dependency-free cross-platform swiss army knife for PDB files.
Listing of papers about machine learning for proteins.
Making Protein folding accessible to all!
<머신 러닝 교과서: 파이토치 편>의 코드 저장소
Code Repository for Machine Learning with PyTorch and Scikit-Learn
clusterize molecular dynamic trajectories (amber, gromacs, charmm, namd, pdb...)
Official git repository for Biopython (originally converted from CVS)
Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined in the paper "Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabi…
Simple protein-ligand complex simulation with OpenMM
CHARMM and AMBER forcefields for OpenMM (with small molecule support)
Universal Structure Alignment of Monomeric and Complex Structure of Nucleic Acids and Proteins
DockQ is a single continuous quality measure for protein docked models based on the CAPRI evaluation protocol
An open library for the analysis of molecular dynamics trajectories
Generate intrinsically disordered peptide conformations via machine learning
AlphaFold Meets Flow Matching for Generating Protein Ensembles
Statistical models for biomolecular dynamics
Trusted force field files for gromacs
Conda package for installing SCWRL4 (http:https://dunbrack.fccc.edu/scwrl4/)
local geometry protein structure refinement via MD