karapostK / ProtoMFLinks
This repository hosts the code and the additional materials for the paper "ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations" by Alessandro B. Melchiorre, Navid Rekabsaz, Christian Ganhör, and Markus Schedl at RecSys'22.
☆12Updated 2 years ago
Alternatives and similar repositories for ProtoMF
Users that are interested in ProtoMF are comparing it to the libraries listed below
Sorting:
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆42Updated 3 years ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆100Updated 7 months ago
- Session-based Recommendation☆65Updated last year
- Context and Attribute-Aware Sequential Recommendation via Cross-Attention, RecSys 2022☆66Updated 2 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆86Updated 3 years ago
- A pytorch implementation for BPR (Bayesian Personalized Ranking).☆144Updated 6 years ago
- Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs☆35Updated 2 years ago
- Implementation of the paper "Contrastive Learning with Bidirectional Transformers for Sequential Recommendation".☆27Updated 3 years ago
- Official implementation of the GRU4Rec algorithm in PyTorch☆74Updated 2 years ago
- ☆57Updated 3 years ago
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆51Updated 4 years ago
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation☆68Updated 3 years ago
- ☆70Updated 5 years ago
- PyTorch-Lightning Library for Neural News Recommendation☆58Updated 5 months ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆129Updated 4 years ago
- ☆43Updated 2 years ago
- The code of 'Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation', WWW-23☆20Updated 2 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆115Updated 4 years ago
- cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets☆45Updated last year
- Download and preprocess popular sequential recommendation datasets☆216Updated 3 years ago
- [ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."☆45Updated last year
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆23Updated 2 years ago
- ☆65Updated 2 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆156Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆70Updated 3 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆17Updated 3 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆185Updated 2 years ago
- Pytorch implementation of DGCF☆18Updated 4 years ago
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆44Updated 5 years ago
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆52Updated 2 years ago