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smaac

This repo contains the code of "Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic".

struct2graph

A PyTorch implementation of GCN with mutual attention for protein-protein interaction prediction

synnet

tglstm

Pytorch implementation of LSTM for irregular time series

thermodynamicsgnn

Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).

tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

time_lstm

torchdrug

A powerful and flexible machine learning platform for drug discovery

vgae_pytorch

This repository implements variational graph auto encoder by Thomas Kipf.

vsr-lkh

Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem

xcnn

A PyTorch implementation of CNN for differentiating COVID-19 pneumonia from other viral/bacterial pneumonia