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Python 4 1 Updated Nov 1, 2023

A generative model for programmable protein design

Python 626 73 Updated Apr 11, 2024

TCRconv is a deep learning model for predicting recognition between T cell receptors and epitopes. It uses protBERT embeddings for the TCRs and convolutional neural networks for the prediction.

Jupyter Notebook 22 6 Updated Oct 18, 2022

TCRGP, a novel Gaussian process method that can predict if TCRs recognize certain epitopes. This method can utilize different CDR sequences from both TCRα and TCRβ chains from single-cell data and …

Jupyter Notebook 25 5 Updated Jan 31, 2023

Code for "T Cell Receptor Specificity Prediction with Bimodal Attention Networks" (https://doi.org/10.1093/bioinformatics/btab294, ISMB 2021)

Jupyter Notebook 27 6 Updated Aug 4, 2023

🗂️ [vdjdb.cdr3.net is up and running] Git-based TCR database storage & management. Submissions welcome!

Groovy 126 27 Updated Jun 30, 2024

flexible CDR based distance metrics

Python 51 16 Updated Mar 11, 2024

T/B cell receptor sequencing analysis notes

194 26 Updated May 27, 2024

📚 Tools and databases for analyzing HLA and VDJ genes.

190 22 Updated May 9, 2024

Deep Learning Methods for Parsing T-Cell Receptor Sequencing (TCRSeq) Data

Jupyter Notebook 110 39 Updated Feb 15, 2023

NetTCR-2.0. Sequence-based prediction of peptide-TCR binding

Python 31 9 Updated Mar 29, 2022
Jupyter Notebook 14 3 Updated Jun 24, 2021
Python 26 5 Updated Apr 30, 2024

EigenFold: Generative Protein Structure Prediction with Diffusion Models

Jupyter Notebook 157 26 Updated Apr 6, 2023

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

Python 2,610 476 Updated Jun 4, 2024

Python code for fine-tuning AlphaFold to perform protein-peptide binding predictions

Python 126 15 Updated Dec 24, 2023

TEIM: TCR-Epitope Interaction Modeling

Python 42 3 Updated Jul 26, 2023

OmegaFold Release Code

Python 531 76 Updated Dec 12, 2022

Code for running RFdiffusion

Python 1,555 284 Updated Jun 21, 2024

EquiDock: geometric deep learning for fast rigid 3D protein-protein docking

Roff 226 57 Updated Sep 22, 2023

python tools for TCR:peptide-MHC modeling and analysis

Python 64 9 Updated Apr 12, 2024

Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch

Python 157 23 Updated Dec 27, 2022

Official repository for the paper "Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval"

Python 128 26 Updated Aug 24, 2023

Source code for fitting thermodynamic models (MoCHI), downstream analyses and to reproduce all figures in the following publication: Mapping the energetic and allosteric landscapes of protein bindi…

R 17 2 Updated Jul 20, 2023

Python package for graph statistics

Python 602 132 Updated Jun 26, 2024

A comprehensive library for computational molecular biology

Python 581 92 Updated Jul 1, 2024
Jupyter Notebook 14 8 Updated May 12, 2023
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