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zchwang's Projects

acpype icon acpype

OFFICIAL: AnteChamber PYthon Parser interfacE

cddd icon cddd

Implementation of the Paper "Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations" by Robin Winter, Floriane Montanari, Frank Noe and Djork-Arne Clevert.

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

dssp icon dssp

Application to assing secondary structure to proteins

igmodel icon igmodel

This is the first model that can simultaneously predict the RMSD of the ligand docking pose and the binding strength against the target.

linux-command icon linux-command

Linux命令大全搜索工具,内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

oddt icon oddt

Open Drug Discovery Toolkit

onionnet icon onionnet

A multiple-layer inter-molecular contact features based deep neural network for protein-ligand binding affinity prediction

onionnet-2 icon onionnet-2

OnionNet-2 is constructed based on convolutional neural network (CNN) to predict the protein-ligand binding affinity.

onionnet-sfct icon onionnet-sfct

Improving protein–ligand docking and screening accuracies by incorporating a scoring function correction term

openfold icon openfold

Trainable PyTorch reproduction of AlphaFold 2

paddlehelix icon paddlehelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

scripts icon scripts

Personal Script Library- These scripts are subject to change and breakage, early and often.

sequence_unet icon sequence_unet

Fully convolutional deep learning variant effect predictor architecture

signalp-6.0 icon signalp-6.0

Multi-class signal peptide prediction and structure decoding model.

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

torchmd icon torchmd

End-To-End Molecular Dynamics (MD) Engine using PyTorch

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