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MatthewChen's Projects

af2_conformations icon af2_conformations

A series of scripts that facilitate the prediction of protein structures in multiple conformations using AlphaFold2

af2complex icon af2complex

Predicting direct protein-protein interactions with AlphaFold deep learning neural network models.

alphafold_pytorch icon alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

ambergen icon ambergen

deprecated, see smdgen for steered molecular dynamics with namd and amber

asap icon asap

ASAP is a package that can quickly analyze and visualize datasets of crystal or molecular structures.

attnpacker icon attnpacker

Code and Pre-Trained Models for "AttnPacker: An end-to-end deep learning method for protein side-chain packing"

awsem-suite icon awsem-suite

Combined model for structure prediction using the AWSEM framework

awsemmd icon awsemmd

Associated memory, Water mediated, Structure and Energy Model (AWSEM) protein simulation code

cluspro-tools icon cluspro-tools

Provides tools for analyzing ClusPro protein docking results

collepardolab_chromatin_model icon collepardolab_chromatin_model

Source code for "Nucleosome plasticity is a critical element of chromatin liquid–liquid phase separation and multivalent nucleosome interactions".

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

corerefine icon corerefine

This script generates a Resfile that allows better core packing of a protein.

cu-tsp icon cu-tsp

Implementation of Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

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