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235 search results found

Recommenders ⭐ 17,972

Best Practices on Recommendation Systems

Surprise ⭐ 6,070

A Python scikit for building and analyzing recommender 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

Paddlerec ⭐ 3,992

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等

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

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.

Crab is a ﬂexible, fast recommender engine for Python that integrates classic information ﬁltering recommendation algorithms in the world of scientiﬁc Python packages (numpy, scipy, matplotlib).

Big Data Resources ⭐ 898

大数据/数据挖掘/推荐系统/机器学习相关资源

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

Awesome Recsys Papers ⭐ 614

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

Elasticsearch Spark Recommender ⭐ 603

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Deep Recommender System ⭐ 591

深度学习在推荐系统中的应用及论文小结。

Recommendersystem Paper ⭐ 567

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

Recmetrics ⭐ 544

A library of metrics for evaluating recommender systems

Recommendations for Ruby and Rails using collaborative filtering

Competitive Recsys ⭐ 475

A collection of resources for Recommender Systems (RecSys)

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)

Movietweetings ⭐ 367

A Live Movie Rating Dataset Collected From Twitter

Caserecommender ⭐ 367

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

Awesome Recsys ⭐ 351

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

Paperlist For Recommender Systems ⭐ 334

Recommender Systems Paperlist that I am interested in

Openrec ⭐ 316

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

Keras Recommendation ⭐ 309

Using Keras to implement recommender systems

Librecommender ⭐ 288

Versatile End-to-End Recommender System

Recommender System ⭐ 283

推荐系统综述

Drl4recsys ⭐ 265

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

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)

Python recommendation toolkit

Recommendation Systems Paperlist ⭐ 237

Papers about recommendation systems that I am interested in

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

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

Session Rec ⭐ 177

Python-based framework for building and evaluating session-based and session-aware recommender systems.

Mydatascienceportfolio ⭐ 172

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

Jruby_mahout ⭐ 166

JRuby Mahout is a gem that unleashes the power of Apache Mahout in the world of JRuby.

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Telescopes ⭐ 155

Telescopes is a cloud instance types and full cluster layout recommender consisting of on-demand and spot/preemptible AWS EC2, Google, Azure, Oracle and Alibaba cloud instances.

Beta Recsys ⭐ 152

Beta-RecSys: Build, Evaluate and Tune Automated Recommender Systems

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

Word2vec Recommender ⭐ 128

Recommendation engine based on contextual word embeddings

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Paperreading ⭐ 122

每天阅读过的论文的简要笔记

Crab is a ﬂexible, fast recommender engine for Python that integrates classic information ﬁltering recommendation algorithms in the world of scientiﬁc Python packages (python, numpy, scipy, matplotlib)

Spark Knn Recommender ⭐ 113

Item and User-based KNN recommendation algorithms using PySpark

Simple_recommender ⭐ 105

A simple recommendation engine for Rails/Postgres

Spark Fm ⭐ 104

Reactive Factorization Engine

Spark Recommender ⭐ 102

Scalable recommendation system written in Scala using the Apache Spark framework

🌊 FluRS: A Python library for streaming recommendation algorithms

A Recsys ⭐ 98

A Tensorflow based implicit recommender system

Movielens Recommender ⭐ 97

A pure Python implement of Collaborative Filtering based on MovieLens' dataset.

Movie Recommender System ⭐ 86

Basic Movie Recommendation Web Application using user-item collaborative filtering.

Movielens Recommender System Javascript ⭐ 85

🍃 Recommender System in JavaScript for the MovieLens Database

A python library for music recommendation

Rl Movie Recommender ⭐ 79

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

Building Recommender Systems With Machine Learning And Ai ⭐ 78

Building Recommender Systems with Machine Learning and AI, published by Packt

Books2rec ⭐ 76

A recommender system built for book lovers.

Nlp4rec Papers ⭐ 75

Paper list of NLP for recommender systems

Knowledge-aware recommendation papers.

Recommendationengine ⭐ 70

Recommendation Engine using Azure ML Studio to recommend related movies.

Second Springboard Capstone Project: A Movie Recommender

Recommender ⭐ 69

A recommendation system using tensorflow

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Nebula Dependency Recommender Plugin ⭐ 69

Leave off version numbers in your dependencies section and have versions recommended by several possible sources.

Scentmate_rec ⭐ 68

Built a fragrance recommender using multiple machine learning algorithms to help people find their perfect match. The final deliverable was a webapp.

Whysomuch ⭐ 59

knowledge graph recommendation

Rspapers ⭐ 57

Must-read papers on Recommender System. 推荐系统相关论文整理（内含40篇论文，并持续更新中）

Rs Adversarial Learning ⭐ 52

A curated collection of adversarial attack and defense on recommender systems.

Movie_recommender ⭐ 49

Movie Recommender System for Machine Learning for Hackers #4

Adversarial Recommender Systems Survey ⭐ 48

Recommendation.jl ⭐ 43

Building recommender systems in Julia

Real_estate_recommender ⭐ 41

A personalized real estate recommender system that I built as part of my final project for the Data Science Intensive at Galvanize

Product Recommender ⭐ 41

Wrapping of my python recommender into an npm module

Template Scala Parallel Universal Recommendation ⭐ 41

Deeplearning4recommendersystem ⭐ 39

deep learning for recommender system

Mautic Recommender Bundle ⭐ 37

The first product recommendations system for Mautic

Clientside Recommender ⭐ 35

A client-side recommender system implemented in Javascript.

Retailbox ⭐ 34

🛍️RetailBox - eCommerce Recommender System using Machine Learning

Conversational Recommendations ⭐ 32

Recommender Tutorial ⭐ 32

An introduction to recommendation systems in Python

Slim Recommendation ⭐ 31

A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF

Music_recommendation ⭐ 29

协同过滤音乐推荐深度学习音乐检索 Docker

Distributed Recommender System

Data Science Study Bookmarks For Korean ⭐ 27

데이터 사이언스 공부를 위한 즐겨찾기 모음 (한국인을 위한)

Recsys Frontend ⭐ 27

An easy to set up recommender systems frontend for research, fun and science

Building Recommendation Engines ⭐ 26

Building Recommendation Engines by Packt

Cf_recommender ⭐ 25

Collaborative Filtering Recommender Engine

Awesome Recommender System ⭐ 25

A curated list of awesome frameworks, libraries and software about Recommender System.

Real Time Recommender ⭐ 24

Real time CF recommender system

Recsys 101 Workshop ⭐ 23

A Recommender Systems interactive workshop

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