SherylHYX

pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

GNNRank

Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

SSSNET_Signed_Clustering

Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.

MSGNN

Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.

DIGRAC_Directed_Clustering

Official code for the LoG2022 paper -- DIGRAC: Digraph Clustering Based on Flow Imbalance.

GNN_Sync

Official code for the ICLR2024 paper -- Robust Angular Synchronization via Directed Graph Neural Networks

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

SherylHYX.github.io

ASiNE

This repository provides a reference implementation of ASiNE: Adversarial Signed Network Embedding (SIGIR 2020).

Collaborative-RStudio-GitHub

CorrectAndSmooth

CSNE

Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)

DiGCN

Implement of DiGCN, NeurIPS-2020

DySAT

Representation learning on dynamic graphs using self-attention networks

example_project_demonstrator

Used as an example R project for practical in reproducible workflow.

GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

GraphSAGE

Representation learning on large graphs using stochastic graph convolutions.

GraphSAGE_RL

Advancing GraphSAGE with A Data-driven Node Sampling

MTGNN

paperai

AI-powered literature discovery and review engine for medical/scientific papers

pyg_autoscale

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

pytorch-Deep-Learning

Deep Learning (with PyTorch)

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

SiGAT

source code for signed graph attention networks

SigNet

A package for clustering of Signed Networks

SPMF

Signed Network Representation by Preserving Multi-order Signed Proximity

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.