tsinghua-fib-lab / Causal-Recommender-SystemsLinks
An index of causal inference based recommendation algorithms (TOIS).
☆59Updated last year
Alternatives and similar repositories for Causal-Recommender-Systems
Users that are interested in Causal-Recommender-Systems are comparing it to the libraries listed below
Sorting:
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆76Updated 3 years ago
- An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos☆98Updated 7 months ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆155Updated last year
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆182Updated last year
- This is a library built upon RecBole for cross-domain recommendation algorithms☆104Updated last year
- This is a repo containing recent papers related to temporal (sequential) recommender system☆63Updated 4 years ago
- Diffusion Recommender Model☆221Updated last year
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆105Updated 2 years ago
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆161Updated 7 months ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆95Updated 3 months ago
- ☆68Updated 4 years ago
- ☆107Updated 2 months ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆85Updated 2 years ago
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆81Updated 2 years ago
- ☆173Updated 3 years ago
- cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets☆44Updated last year
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆123Updated 2 years ago
- ☆26Updated 4 years ago
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆65Updated 2 months ago
- Session-based Recommendation☆65Updated last year
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆106Updated 3 years ago
- Download and preprocess popular sequential recommendation datasets☆210Updated 2 years ago
- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆108Updated 2 years ago
- This repo includes some graph-based CTR prediction models and other representative baselines.☆68Updated last year
- An up-to-date, comprehensive and flexible recommendation library☆212Updated last year
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆127Updated 4 years ago
- A curated model zoo for recommendation tasks☆190Updated 11 months ago
- SGL PyTorch version☆109Updated 3 years ago
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆40Updated 3 years ago
- This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), whi…☆138Updated 2 years ago