deepgraphlearning Goto Github PK

aaai19tutorial

Tutorial "graph representation learning" given at AAAI'19

astarnet

Official implementation of A* Networks

cgcf-confgen

:test_tube: Learning Neural Generative Dynamics for Molecular Conformation Generation (ICLR 2021)

confgf

Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).

confvae-icml21

continuousgnn

coursewebsite

Course website for Deep Learning and Applications

deepgraphlearning

Homepage

diffpack

Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

drugtutorial_aaai2021

Tutorial for Drug Discovery on AAAI 2021.

drugtutorial_kdd2021

esm-gearnet

ESM-GearNet for Protein Structure Representation Learning (https://arxiv.org/abs/2303.06275)

esm-s

Structure-Informed Protein Language Model

fewshotre

gearbind

Pretrainable geometric graph neural network for antibody affinity maturation

gearnet

GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

gmnn

Graph Markov Neural Networks

gnn-qe

Official implementation of Graph Neural Network Query Executor (ICML 2022)

graph-reading-group

Weekly reading group on Graphs at Mila

graphaf

graphany

GraphAny: A foundation model for node classification on any graph.

graphlog

Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).

graphrepresentationliterature

The literature on graph representation learning

graphvite

GraphVite: A General and High-performance Graph Embedding System

inductiveqe

Official implementation of Inductive Logical Query Answering in Knowledge Graphs (NeurIPS 2022)

knowledgegraphembedding

line

LINE: Large-scale information network embedding

literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

math80600a_2021w

math80600a_2022w