Alternatives and similar repositories for LightGCN

Users that are interested in LightGCN are comparing it to the libraries listed below

• xiangwang1223 / neural_graph_collaborative_filtering
  Neural Graph Collaborative Filtering, SIGIR2019
  ☆833Updated 5 years ago
• guoyang9 / NCF
  A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17
  ☆351Updated 3 years ago
• huangtinglin / NGCF-PyTorch
  PyTorch Implementation for Neural Graph Collaborative Filtering
  ☆301Updated 4 years ago
• gusye1234 / LightGCN-PyTorch
  The PyTorch implementation of LightGCN
  ☆968Updated last year
• RUCAIBox / RecBole-GNN
  Efficient and extensible GNNs enhanced recommender library based on RecBole.
  ☆181Updated last year
• CRIPAC-DIG / SR-GNN
  [AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
  ☆841Updated 3 years ago
• guocheng2025 / Sequential-Recommendation-Datasets
  Download and preprocess popular sequential recommendation datasets
  ☆208Updated 2 years ago
• reczoo / RecZoo
  A curated model zoo for recommendation tasks
  ☆190Updated 10 months ago
• RUCAIBox / CIKM2020-S3Rec
  Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
  ☆255Updated 4 years ago
• kang205 / SASRec
  SASRec: Self-Attentive Sequential Recommendation
  ☆817Updated last year
• LunaBlack / KGAT-pytorch
  ☆353Updated 3 years ago
• wusw14 / GNN-in-RS
  ☆303Updated 3 years ago
• graytowne / caser_pytorch
  A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)
  ☆272Updated 4 years ago
• wujcan / SGL-TensorFlow
  ☆172Updated 3 years ago
• Coder-Yu / SELFRec
  An open-source framework for self-supervised recommender systems.
  ☆592Updated last month
• PeiJieSun / diffnet
  Graph Neural Network based Social Recommendation Model. SIGIR2019.
  ☆180Updated last year
• mengfeizhang820 / Paperlist-for-Recommender-Systems
  Recommender Systems Paperlist that I am interested in
  ☆450Updated 3 years ago
• pmixer / TiSASRec.pytorch
  https://github.com/JiachengLi1995/TiSASRec in PyTorch
  ☆94Updated 2 months ago
• wenqifan03 / GraphRec-WWW19
  Graph Neural Networks for Social Recommendation, WWW'19
  ☆377Updated 4 years ago
• hungpthanh / GRU4REC-pytorch
  An other implementation of GRU4REC using PyTorch
  ☆249Updated 3 years ago
• CCIIPLab / GCE-GNN
  The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".
  ☆127Updated 4 years ago
• pmixer / SASRec.pytorch
  PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
  ☆436Updated 3 weeks ago
• THUDM / ComiRec
  Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"
  ☆295Updated 3 years ago
• reczoo / BARS
  BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS
  ☆375Updated 8 months ago
• jiawei-chen / RecDebiasing
  This repository collects debiasing methods for recommendation
  ☆435Updated last year
• huangtinglin / Knowledge_Graph_based_Intent_Network
  Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
  ☆230Updated 4 years ago
• RUCDM / KB4Rec
  This is the data for KB4Rec
  ☆333Updated 4 years ago
• THUwangcy / ReChorus
  “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.
  ☆593Updated 4 months ago
• Wang-Shuo / GraphRec_PyTorch
  A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)
  ☆197Updated last year
• npxiaoying / Social-Recommendation
  Summary of social recommendation papers and codes
  ☆218Updated 3 years ago