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168 search results found

Recommenders ⭐ 17,950

Best Practices on Recommendation Systems

Rspapers ⭐ 5,701

A Curated List of Must-read Papers on Recommender System.

Lightfm ⭐ 4,505

A Python implementation of LightFM, a hybrid recommendation algorithm.

List_of_recommender_systems ⭐ 4,126

A List of Recommender Systems and Resources

Implicit ⭐ 3,322

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Librec ⭐ 3,113

LibRec: A Leading Java Library for Recommender Systems, see

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Deep Learning For Recommendation Systems ⭐ 2,141

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

Reco Papers ⭐ 1,753

Classic papers and resources on recommendation

Seldon Server ⭐ 1,420

Machine Learning Platform and Recommendation Engine built on Kubernetes

Recommendable ⭐ 1,344

👍👎 A recommendation engine using Likes and Dislikes for your Ruby app

Tensorrec ⭐ 1,180

A TensorFlow recommendation algorithm and framework in Python.

Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,167

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

Deeprec ⭐ 1,068

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

Next RecSys Library

Deeprec ⭐ 723

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

Recommendationraccoon ⭐ 690

A collaborative filtering based recommendation engine and NPM module built on top of Node.js and Redis. The engine uses the Jaccard coefficient to determine the similarity between users and k-nearest-neighbors to create recommendations. This module is useful for anyone with a database of users, a database of products/movies/items and the desire to give their users the ability to like/dislike and receive recommendations.

Rsalgorithms ⭐ 676

Some algorithms about traditional and social recommendation.

Recsysdatasets ⭐ 642

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

Awesome Recsys Papers ⭐ 614

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

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Deep Recommender System ⭐ 591

深度学习在推荐系统中的应用及论文小结。

Goodbooks 10k ⭐ 576

Ten thousand books, six million ratings

Recommendersystem Paper ⭐ 567

This repository includes some papers that I have read or which I think may be very interesting.

Gnn Recommender Systems ⭐ 551

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

Recmetrics ⭐ 544

A library of metrics for evaluating recommender systems

Recommenders Addons ⭐ 540

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

Content Engine ⭐ 506

A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.

Recommendations for Ruby and Rails using collaborative filtering

Competitive Recsys ⭐ 475

A collection of resources for Recommender Systems (RecSys)

Newsrecommendsystem ⭐ 467

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.

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

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

Deep Ctr Prediction ⭐ 389

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

Caserecommender ⭐ 367

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

Neo4j Reco ⭐ 364

Neo4j-based recommendation engine module with real-time and pre-computed recommendations.

Causal_reading_group ⭐ 361

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.

Awesome Recsys ⭐ 351

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

Neural_graph_collaborative_filtering ⭐ 339

Neural Graph Collaborative Filtering, SIGIR2019

Paperlist For Recommender Systems ⭐ 334

Recommender Systems Paperlist that I am interested in

Recommendation ⭐ 324

Recommendation System using ML and DL

Openrec ⭐ 316

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

Reinforced Recommendation toolkit build around pytorch 1.7

SASRec: Self-Attentive Sequential Recommendation

Keras Recommendation ⭐ 309

Using Keras to implement recommender systems

An Attention-Based User Behavior Modeling Framework for Recommendation

Librecommender ⭐ 288

Versatile End-to-End Recommender System

Drl4recsys ⭐ 265

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

Awesome Recommend System Pretraining Papers ⭐ 262

Paper List for Recommend-system PreTrained Models

Recdb Postgresql ⭐ 262

RecDB is a recommendation engine built entirely inside PostgreSQL

Ranksys ⭐ 254

Java 8 Recommender Systems framework for novelty, diversity and much more

Recommender ⭐ 249

A C library for product recommendations/suggestions using collaborative filtering (CF)

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Recsys Dataset ⭐ 244

🛍 A real-world e-commerce dataset for session-based recommender systems research.

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

Recommendation Systems Paperlist ⭐ 237

Papers about recommendation systems that I am interested in

Reco Gym ⭐ 236

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Summary Of Recommender System Papers ⭐ 230

阅读过的推荐系统论文的归类总结，持续更新中…

Awesome Recsys ⭐ 214

Must-read papers on recommendation systems (RecSys)

Recommenderlab ⭐ 207

recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package

Sigir2020_peterrec ⭐ 194

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

Collaborativememorynetwork ⭐ 174

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Mydatascienceportfolio ⭐ 172

Applying Data Science and Machine Learning to Solve Real World Business Problems

Recommendation Systems Without Explicit Id Features A Literature Review ⭐ 171

Large pre-trained Foundation recommender models

Gru4rec_tensorflow ⭐ 169

TensorFlow implemenation of GRu4Rec model

Cikm 2019 Analyticup ⭐ 167

1st Solution for 2019-CIKM-Analyticup, Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

Comirec ⭐ 166

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Hapiger ⭐ 154

HapiGer is an http-wrapper around the Good Enough Recommendation engine using the Hapi.js framework

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Entity2rec ⭐ 149

entity2rec generates item recommendation using property-specific knowledge graph embeddings

Multimodalrecsys ⭐ 145

A curated list of awesome resources about multimodal recommender systems.

Newsrecommender ⭐ 144

A news recommendation system tailored for user communities

Recommendation System ⭐ 132

推荐系统资料笔记收录/ Everything about Recommendation System. 专题/书籍/论文/产品

Multitask Recommendation Library ⭐ 132

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

Graphrec Www19 ⭐ 131

Graph Neural Networks for Social Recommendation, WWW'19

The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)

Personalized Fashion Recommendation and Generation

Word2vec Recommender ⭐ 128

Recommendation engine based on contextual word embeddings

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

Neu Review Rec ⭐ 126

A Toolkit for Neural Review-based Recommendation models with Pytorch.

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Simple_mf ⭐ 123

Simple but Flexible Recommendation Engine in PyTorch

Reco4php ⭐ 121

Neo4j based Recommendation Engine Framework for PHP

A DOTA 2 hero recommendation engine for Stanford's CS 229 Machine Learning course.

Spark Knn Recommender ⭐ 113

Item and User-based KNN recommendation algorithms using PySpark

Simple recommendation engine implementation built on top of Redis

This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

Yelper_recommendation_system ⭐ 108

Yelper recommendation system

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

Carskit ⭐ 107

Java-Based Context-aware Recommendation Library

Simple_recommender ⭐ 105

A simple recommendation engine for Rails/Postgres

Rectorch ⭐ 104

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Recommender System Tutorial ⭐ 104

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

Wsdm2022 Ptupcdr ⭐ 103

This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.

Spark Recommender ⭐ 102

Scalable recommendation system written in Scala using the Apache Spark framework

"RLMRec: Representation Learning with Large Language Models for Recommendation"

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

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