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MatthewChen's Projects

frustratometer2 icon frustratometer2

This repository contains the pipeline for running the frustratometer software

genie icon genie

De Novo Protein Design by Equivariantly Diffusing Oriented Residue Clouds

gentrl icon gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

gmx_makecyclictop icon gmx_makecyclictop

This script makes a cyclic peptide or cyclic nucleotide topology file for GROMACS out of (specially prepared) linear molecule topology file

gremlin_cpp icon gremlin_cpp

GREMLIN - learn MRF/potts model from input multiple sequence alignment! Implementation now available in C++ and Tensorflow/Python!

gromacs-scripts icon gromacs-scripts

A collection of scripts which I have developed to use GROMACS, for both compute clusters and post-simulation analysis.

guthriesolv icon guthriesolv

Experimental small molecule hydration free energy dataset

hlatools icon hlatools

A collection of tools to work with IMGT/HLA data

lasso icon lasso

A R implementation of Lasso regression

latex icon latex

Some examples of LaTeX code I wrote.

loos icon loos

LOOS: a lightweight object-oriented structure analysis library

mabbot icon mabbot

Generates a random name for an antibody-based drug

man icon man

Codes and data for the paper entitled "Learning representations to predict intermolecular interactions on large-scale heterogeneous molecular association network"

manyfold icon manyfold

🧬 ManyFold: An efficient and flexible library for training and validating protein folding models

merlot icon merlot

Reconstruct the lineage topology of a scRNA-seq differentiation dataset.

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