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yansonggu's Projects

3dinfomax icon 3dinfomax

Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.

admet_ai icon admet_ai

Training and prediction scripts for Chemprop models trained on ADMET datasets

algorithm-exercise icon algorithm-exercise

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

ambertools-openmm-md icon ambertools-openmm-md

Open Source, Mostly just clicking mouse to finish a simulation with Ambertools and OpenMM. It was designed to use locally but another notebook to finish the simulaiton on Colab was attached as well.

atom3d icon atom3d

ATOM3D: tasks on molecules in three dimensions

auto3d_pkg icon auto3d_pkg

Auto3D generates low-energy conformers from SMILES/SDF

autograd icon autograd

Efficiently computes derivatives of numpy code.

automation-best-practices icon automation-best-practices

This is an Automation Best Practices workshop designed to teach testing through cross-functional automation

avenir icon avenir

Set of Machine Learning and Stochastic Optimazion tools based on Hadoop, Spark and Storm https://pkghosh.wordpress.com/

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