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MilaGraph

Research group led by Prof. Jian Tang at Mila-Quebec AI Institute (https://mila.quebec/) focusing on graph representation learning and graph neural networks.

228 followers
Montreal
https://jian-tang.com/students/
tangjianpku@gmail.com

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torchdrug Public

A powerful and flexible machine learning platform for drug discovery

Python 1.3k 172
LiteratureDL4Graph Public

A comprehensive collection of recent papers on graph deep learning

3k 577
KnowledgeGraphEmbedding Public

Python 1.1k 259
RecommenderSystems Public

Python 1k 271
GMNN Public

Graph Markov Neural Networks

Python 374 97
NBFNet Public

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

Python 157 28

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Showing 10 of 39 repositories

ProtST Public
Camera-ready repo for ProtST

Python 44 Apache-2.0 4 4 0 Updated Oct 16, 2023
project Public
Website for research projects

SCSS 0 1 0 0 Updated Oct 10, 2023
GNN-QE Public
Official implementation of Graph Neural Network Query Executor (ICML 2022)

Python 74 MIT 8 5 0 Updated Sep 5, 2023
torchdrug Public
A powerful and flexible machine learning platform for drug discovery

Python 1,293 Apache-2.0 172 90 (1 issue needs help) 9 Updated Aug 16, 2023
AStarNet Public
Official implementation of A* Networks

Python 92 MIT 9 1 0 Updated Aug 12, 2023
NBFNet Public
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

Python 157 MIT 28 5 1 Updated Aug 2, 2023
DiffPack Public
Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

Python 35 MIT 4 2 0 Updated Jul 20, 2023
torchdrug-site Public
Website for TorchDrug

SCSS 6 MIT 1 0 1 Updated Jul 16, 2023
SiamDiff Public
Code for Pre-training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction (https://arxiv.org/abs/2301.12068)

Python 22 1 1 0 Updated Jul 9, 2023
GearNet Public
GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

Python 181 MIT 23 13 0 Updated Jun 12, 2023

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