recommender-system

There are 3990 repositories under recommender-system topic.

  • YEDDA

    YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

    Language:Python1k

  • RecSys2019_DeepLearning_Evaluation

    This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

    Language:Python984

  • GNN-Recommender-Systems

    An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

    900

  • HugeCTR

    HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

    Language:C++897

  • moviegeek

    A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

    Language:Python890

  • LLM4Rec-Awesome-Papers

    A list of awesome papers and resources of recommender system on large language model (LLM).

    863

  • cornac

    A Comparative Framework for Multimodal Recommender Systems

    Language:Python833

  • awesome-RecSys-papers

    The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

    781

  • neural_graph_collaborative_filtering

    Neural Graph Collaborative Filtering, SIGIR2019

    Language:Python780

  • NewsRecommendSystem

    个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

    Language:Java748

  • must-read-papers-for-ml

    Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

    746

  • RecommenderSystems

    推荐系统

    Language:Python741

  • recsim

    A Configurable Recommender Systems Simulation Platform

    Language:Python726

  • RecSysDatasets

    This is a repository of public data sources for Recommender Systems (RS).

    Language:Python724

  • Merlin

    NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

    Language:Python697

  • RSAlgorithms

    Some algorithms about traditional and social recommendation.

    Language:Python691

  • SASRec

    SASRec: Self-Attentive Sequential Recommendation

    Language:Python685
  • buffalo

    buffalo

    TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

    Language:Python572

  • RecNN

    Reinforced Recommendation toolkit built around pytorch 1.7

    Language:Python572

  • recommenders-addons

    Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

    Language:Cuda560

  • daisyRec

    Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

    Language:Python546

  • music_recommender

    Music recommender using deep learning with Keras and TensorFlow

    Language:Jupyter Notebook543

  • disco

    Recommendations for Ruby and Rails using collaborative filtering

    Language:Ruby526

  • Causal_Reading_Group

    We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

    495

  • CRSLab

    CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

    Language:Python474

  • RecSys

    项亮的《推荐系统实践》的代码实现

    Language:Jupyter Notebook470

  • neural_factorization_machine

    TenforFlow Implementation of Neural Factorization Machine

    Language:Python467

  • ai-study

    人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

    454

  • reclist

    Behavioral "black-box" testing for recommender systems

    Language:Python452

  • DSIN

    Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

    Language:Python428

  • Awesome-LLM4RS-Papers

    Large Language Model-enhanced Recommender System Papers

    421

  • artificio

    Deep Learning Computer Vision Algorithms for Real-World Use

    Language:Python409

  • attentional_factorization_machine

    TensorFlow Implementation of Attentional Factorization Machine

    Language:Python406

  • Recommender-System

    A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

    Language:Python402

  • OpenLearning4DeepRecsys

    Some deep learning based recsys for open learning.

    Language:Python396

  • gitrec

    A recommender system for GitHub repositories based on Gorse

    Language:JavaScript389