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asine

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

auroc-vs-auprc

Code for final year project: AUROC vs AUPRC.

awesome-pytorch-list

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

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

collaborative-rstudio-github

correctandsmooth

csne

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

cvpr2019

Workshop materials for OpenCV day at CVPR 2019 conference

dgl

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

digcn

Implement of DiGCN, NeurIPS-2020

digrac_directed_clustering

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

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"

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcnn-survey-paper

gnn_sync

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

gnnpapers

Must-read papers on graph neural networks (GNN)

gnnrank

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

graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphsage_rl

Advancing GraphSAGE with A Data-driven Node Sampling

kernelgcn

Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs

mlpractical

Machine Learning Practical course repository

msgnn

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

mtgnn

paperai

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

plotneuralnet

Latex code for making neural networks diagrams

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