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Protein Graph Library

Jupyter Notebook 1,095 136 Updated Mar 3, 2025
Python 7 1 Updated May 13, 2025

This is the official codebase for methylGPT : a foundation model for the DNA methylome.

Jupyter Notebook 36 6 Updated May 7, 2025

Codes for our paper "Full-Atom Peptide Design with Geometric Latent Diffusion" (NeurIPS 2024)

Python 70 5 Updated Apr 16, 2025

This repository is the official code source of PPFlow: Target-Aware Peptide Design with Torsional Flow Matching (ICML2024)

Python 77 12 Updated May 17, 2025
Python 13 1 Updated Jan 27, 2025

A trainable PyTorch reproduction of AlphaFold 3.

Python 1,134 129 Updated Apr 16, 2025

Integrative protein sequence design with evolutionary multiobjective optimization.

Jupyter Notebook 9 2 Updated Jul 16, 2024

GAOptimizer is a script that uses a genetic algorithm to optimize the combination of consensus mutations that stabilize a protein structure.

Python 5 Updated Nov 27, 2023

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

Jupyter Notebook 1,038 287 Updated Jun 10, 2024

Sample codes for my book on molecular dynamics simulation

Jupyter Notebook 232 58 Updated Feb 4, 2025

A comprehensive benchmark on the performances of multiple protein backbone generative models.

Python 55 10 Updated Apr 20, 2025

Fully automated high-throughput MD pipeline

Python 60 16 Updated May 13, 2025

[ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need

Python 222 6 Updated Mar 11, 2025
Jupyter Notebook 4 Updated May 30, 2024

AlphaFold 3 inference pipeline.

Python 6,497 820 Updated May 22, 2025
Python 17 Updated Jan 8, 2025
C++ 3 Updated Aug 21, 2024
Python 12 4 Updated Sep 25, 2024
Python 7 Updated Dec 20, 2024

List of papers about Proteins Design using Deep Learning

1,673 197 Updated May 16, 2025

A foundation model approach to guide antimicrobial peptide design in the era of artificial intelligence driven scientific discovery

Python 32 3 Updated May 15, 2025

Protein Ligand INteraction Dataset and Evaluation Resource

Python 222 16 Updated Apr 9, 2025

code for ConBAP

Python 6 1 Updated Jul 11, 2024
Jupyter Notebook 111 18 Updated Aug 5, 2024

Python Toolbox For Rosetta Silent Files Processing

Python 10 9 Updated Aug 2, 2021

This is the official repository of paper - GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation (ICML2024)

Python 39 11 Updated Jun 17, 2024

A collection of awesome LaTeX Thesis/Dissertation templates and beyond! //(LaTeX / Word / Typst / Markdown 格式的学位论文、演示文稿、报告、项目申请书、简历、书籍等模板收藏)

TeX 450 22 Updated May 20, 2025

Molecular docking with Alchemical Interaction Grids

Python 28 26 Updated May 9, 2025

Official code repository of < CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph >

Python 285 34 Updated Mar 27, 2025
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