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).☆144Updated 6 years ago
- Bayesian Personalized Ranking using PyTorch☆139Updated 6 months ago
- An other implementation of GRU4REC using PyTorch☆250Updated 4 years ago
- Download and preprocess popular sequential recommendation datasets☆213Updated 2 years ago
- PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.☆146Updated 4 years ago
- cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets☆44Updated last year
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆84Updated last year
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation☆67Updated 3 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆114Updated 2 years ago
- A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)☆107Updated 2 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
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆155Updated last year
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆86Updated 2 years ago
- A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)☆196Updated last year
- (RecSys 2020) Adaptively Distilled Exemplar Replay towards Continual Learning for Session-based Recommendation [Best Short Paper]☆33Updated last year
- Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"☆126Updated 2 years ago
- A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)☆271Updated 4 years ago
- Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch☆134Updated 4 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆93Updated 4 years ago
- Context and Attribute-Aware Sequential Recommendation via Cross-Attention, RecSys 2022☆66Updated 2 years ago
- [SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"☆54Updated last year
- Code for Paper: CFKG: Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation (KBE4ER)☆53Updated 4 years ago
- Graph Neural Network based Social Recommendation Model. SIGIR2019.☆183Updated last year
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆128Updated 5 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
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆75Updated 4 years ago
- Hierarchical Gating Networks for Sequential Recommendation☆142Updated 3 years ago
- ☆69Updated 5 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆260Updated 4 years ago
- A curated model zoo for recommendation tasks☆192Updated last year