marlin-github

Awesome-RSPapers

Recommender System Papers

UFG

GraphSTONE

An implementation of "Graph Structural-topic Neural Network"

CompGCN

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

HyperKA

Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020

GCC

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020

Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling

Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"

GraphHeat

A TensorFlow implementation of GraphHeat

manifold-flow

Manifold-learning flows (ℳ-flows)

Invertible-Image-Rescaling

[ECCV 2020, IJCV 2022] Invertible Image Rescaling

neural-subgraph-learning-GNN

pytorch_geometric

Graph Neural Network Library for PyTorch

ADaptive-Structural-Fingerprint

GraphRicciCurvature

A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.

CurvGN

Curvature Graph Network

hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

distance-encoding

Distance Encoding for GNN Design

SEAL-CI

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

deep_gcns

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

graph-fraud-detection-papers

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Awesome-Temporal-Action-Detection-Temporal-Action-Proposal-Generation

Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation

Angular-Penalty-Softmax-Losses-Pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

DynGEM

Btech S8 Main Project

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning