loserChen / Awesome-Recommender-SystemLinks
The collection of papers about recommender system
☆88Updated last year
Alternatives and similar repositories for Awesome-Recommender-System
Users that are interested in Awesome-Recommender-System are comparing it to the libraries listed below
Sorting:
- A pytorch implementation for BPR (Bayesian Personalized Ranking).☆141Updated 6 years ago
- Download and preprocess popular sequential recommendation datasets☆209Updated 2 years ago
- Bayesian Personalized Ranking using PyTorch☆138Updated 4 months ago
- PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.☆144Updated 4 years ago
- An other implementation of GRU4REC using PyTorch☆249Updated 3 years ago
- This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of exist…☆153Updated 4 years ago
- A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)☆197Updated last year
- Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"☆125Updated 2 years ago
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆127Updated 4 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆83Updated last year
- A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆271Updated 4 years ago
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation☆67Updated 3 years ago
- [SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"☆54Updated last year
- Hierarchical Gating Networks for Sequential Recommendation☆140Updated 3 years ago
- ☆178Updated 5 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆115Updated last year
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆91Updated 4 years ago
- Graph Neural Network based Social Recommendation Model. SIGIR2019.☆181Updated last year
- Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch☆133Updated 3 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆85Updated 2 years ago
- Must-read Papers for Recommender Systems (RS)☆155Updated 4 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆254Updated 4 years ago
- This is a repo containing recent papers related to temporal (sequential) recommender system☆63Updated 4 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆155Updated last year
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Updated 3 years ago
- A curated model zoo for recommendation tasks☆190Updated 11 months ago
- cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets☆44Updated last year
- A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range…☆106Updated 3 years ago
- Session-based Recommendation☆65Updated last year
- A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)☆107Updated 2 years ago