deep-graph-networks 开源项目推荐（11 个）

diningphil /PyDGN

A research library for automating experiments on Deep Graph Networks

VITA-Group /Deep_GCN_Benchmarking

[TPAMI 2022]“训练深层图神经网络的技巧袋综合基准研究”作者：陈天龙 *、周凯雄 *、段克宇、郑文青、王培浩、夏胡、王张洋

FuxiCV /NeuroSkinning

NeuroSkinning: Automatic Skin Binding for Production Characters with Deep Graph Networks, Siggraph 2019

danilonumeroso /meg

Molecular Explanation Generator

gravins /Anti-SymmetricDGN

Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks"; and "Non-Dissipative Propagation by Randomized Anti-Symmetric Deep Graph Networks"

abduallahmohamed /HAR-GCNN

Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022

jason2133 /CS224W

Stanford CS224W: Machine Learning with Graphs (GNN)

AYUSH-ISHAN /MultiAgent-Traffic-Control-with-Transformers

Implementation of Universal Multi-Agent Reinforcement Learning via Policy Decoupling with Transformers (UDPET) on Multi-Agent Traffic Control

FabriDeCastelli /Representation-Learning-and-Generative-Models

Some notes on Probabilistic models and advanced ML methods. Implementation of RBM, Contractive AE, Denoising AE and some TS analysis

JerryPLayz /CausalADGN

An Extension to Gravina et al.'s Anti-Symmetric Deep Graph Network, amended for operations on causal (acyclic directed graphs) and operations as a graph adapter for large language models.

gravins /DGNs-for-schizophrenia

Official code repository for "Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with Deep Graph Networks".