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benchmarking-gnns

Repository for benchmarking graph neural networks

bustub

The BusTub Relational Database Management System (Educational)

chinese-chess

cikm2020-s3rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

cmu

dhcn

Codes for paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

dig

A library for graph deep learning research

disen-gnn

This is the code for the Paper: Disentangled Graph Neural Networks for Session-based Recommendation

gce-gnn

The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".

gce-gnn-1

The paper author has released the source code as following https://github.com/CCIIPLab/GCE-GNN

gifify

😻 Convert any video file to an optimized animated GIF.

graph_transformer_networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

han

Heterogeneous Graph Neural Network

heco

The source code of HeCo

hello_world

hitanet

keshe

mathjax

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

proxysr

ProxySR (Unsupervised Proxy Selection for Session-based Recommender Systems, SIGIR'21)

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

recbole

A unified, comprehensive and efficient recommendation library

retailrocketrecommendersystemdataset

https://www.kaggle.com/retailrocket/ecommerce-dataset

sasrec

SASRec: Self-Attentive Sequential Recommendation

sasrec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

sedgn_code

python code for the paper "SEDGN: Sequence Enhanced Denoising Graph Neural Network for Session-based Recommendation"

selftask-gnn

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

sequential-recommender-system-papers

This is a repo containing recent papers related to temporal (sequential) recommender system

sgl