The-Learning-Machines / SBRLinks
PyTorch Implementation of Introducing Self-Attention to Target Attentive Graph Neural Networks (AISP '22)
☆27Updated 3 years ago
Alternatives and similar repositories for SBR
Users that are interested in SBR are comparing it to the libraries listed below
Sorting:
- [ICDMW 2020] Code and dataset for "DGTN: Dual-channel Graph Transition Network for Session-based Recommendation"☆30Updated 4 years ago
- This is the official code for WWW 2021 paper "Session-aware Linear Item-Item Models for Session-based Recommendation"☆33Updated last year
- A reimplementation of SRGNN.☆50Updated 4 years ago
- [SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"☆54Updated last year
- Official code for the paper "Leveraging the Metapath and Entity Aware Subgraphs for Recommendation"☆40Updated 3 years ago
- "GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation", SIGIR 2020☆21Updated 5 years ago
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Updated 3 years ago
- Contrastive Learning for Cold-start Recommendation☆69Updated 3 years ago
- A pytorch implementation for BPR (Bayesian Personalized Ranking).☆141Updated 6 years ago
- cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets☆44Updated last year
- Using SR-GNN to implement "NISER: Normalized Item and Session Representations to Handle Popularity Bias"☆25Updated 4 years ago
- Training Sequential Recommenders as Discriminators (SIGIR'22)☆15Updated 3 years ago
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation☆67Updated 3 years ago
- The official PyTorch implementation of the paper "RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback"☆117Updated last year
- An implementation FGNN.☆50Updated 5 years ago
- Session-based Recommendation☆65Updated last year
- A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)☆197Updated last year
- This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) TKDE 2021.☆20Updated 3 years ago
- PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.☆145Updated 4 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆92Updated 4 years ago
- Disentangled Self-Supervision in Sequential Recommenders☆31Updated 4 years ago
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆52Updated 2 years ago
- Download and preprocess popular sequential recommendation datasets☆210Updated 2 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆82Updated 2 years ago
- Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"☆125Updated 2 years ago
- (RecSys 2020) Adaptively Distilled Exemplar Replay towards Continual Learning for Session-based Recommendation [Best Short Paper]☆33Updated last year
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆83Updated last year
- The collection of papers about recommender system☆88Updated last year
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆106Updated 3 years ago
- Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction☆21Updated 5 years ago