recommender-systems

There are 483 repositories under recommender-systems topic.

  • Awesome-Recsys

    This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems

    198

  • DVBPR

    Personalized Fashion Recommendation and Generation

    Language:Python193

  • Machine-Learning-from-Scratch

    Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

    Language:Jupyter Notebook183

  • tutorials

    A tutorial series by Preferred.AI

    Language:Jupyter Notebook177

  • KGNN-LS

    A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization

    Language:Python163

  • XRec

    [EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"

    Language:Python161

  • movielens-recommender-system-javascript

    🍃 Recommender System in JavaScript for the MovieLens Database

    Language:JavaScript158

  • Recommender-Systems-Paper

    Must-read Papers for Recommender Systems (RS)

    155

  • KBRD

    Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

    Language:Python133

  • torchmf

    matrix factorization in PyTorch

    Language:Python130

  • CORE

    CORE is a plug-and-play conversational agent for any recommender system.

    Language:Python126

  • MetaHIN

    Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

    Language:Jupyter Notebook126

  • sbr-rs

    Deep recommender systems for Rust

    Language:Rust126

  • Awesome-SSLRec-Papers

    A Comprehensive Survey of Self-Supervised Learning for Recommendation

    119

  • EasyRec

    [EMNLP2025] "EasyRec: Simple yet Effective Language Model for Recommendation"

    Language:Python117

  • Recommender_System_Inference_Services

    Large scale recommender system inference Microservices and APIs （Dubbo 、gRPC and REST ） with Golang.

    Language:Go117

  • RecBook

    推荐系统修炼手册

    117

  • books2rec

    A recommender system built for book lovers.

    Language:Jupyter Notebook111

  • Amzon-Product-Recommendation

    Building Recommendation Model for the electronics products of Amazon

    Language:Jupyter Notebook97

  • Awesome-LLM-Enhanced-Recommender-Systems

    [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends

    88

  • RecDiff

    [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"

    Language:Python82

  • Awesome-Music-Recommendation-Datasets

    Awesome Datasets for Music Recommendation

    82

  • samantha

    Samantha - A generic recommender and predictor server

    Language:Java82

  • KGRec

    [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"

    Language:Python79

  • DiffMM

    [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"

    Language:Python78

  • Recommender

    A recommendation system using tensorflow

    Language:Jupyter Notebook73

  • GFormer

    [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"

    Language:Python72

  • RePlay

    RecSys Library

    Language:Python69

  • spotify_recSys_challenge_2018

    2018 Spotify ACM RecSys Challenge 2'nd Place Solution

    Language:Python67

  • X-Wines

    A world wines dataset with user ratings for recommendation systems and general use.

    Language:Jupyter Notebook63

  • GATE

    The implementation of "Gated Attentive-Autoencoder for Content-Aware Recommendation"

    Language:Python63

  • AdaGCL

    [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"

    Language:Python62

  • A-_Guide_-to_Data_Sciecne_from_mathematics

    It is a blueprint to data science from the mathematics to algorithms. It is not completed.

    Language:HTML62

  • MAERec

    [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

    Language:Python61

  • LLM-IR-Bias-Fairness-Survey

    This is the repo for the survey of Bias and Fairness in IR with LLMs.

    56

  • similaripy

    High-performance KNN similarity functions in Python, optimized for sparse matrices

    Language:Python56