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63 search results found

Recommenders ⭐ 17,739

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

Alink ⭐ 3,479

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

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.

Ml Surveys ⭐ 2,538

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

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

Recommenders ⭐ 1,679

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

Sparrowrecsys ⭐ 1,634

A Deep Learning Recommender System

Python Recsys ⭐ 1,357

A python library for implementing a recommender system

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.

Next RecSys Library

Datasets For Recommender Systems ⭐ 821

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

Moviegeek ⭐ 730

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

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!

Deep Recommender System ⭐ 591

深度学习在推荐系统中的应用及论文小结。

Buffalo ⭐ 571

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

Recommendersystem Paper ⭐ 567

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

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

Recmetrics ⭐ 544

A library of metrics for evaluating recommender systems

A recommender systems development and evaluation package by Mendeley

Daisyrec ⭐ 496

This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.

Recommendations for Ruby and Rails using collaborative filtering

Mymedialite ⭐ 484

recommender system library for the CLR (.NET)

Competitive Recsys ⭐ 475

A collection of resources for Recommender Systems (RecSys)

A Configurable Recommender Systems Simulation Platform

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449

A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user

Must Read Papers For Ml ⭐ 446

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

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

Awesome Recsys ⭐ 351

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

Recsys_course_at_polimi ⭐ 346

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Paperlist For Recommender Systems ⭐ 334

Recommender Systems Paperlist that I am interested in

Winerama Recommender Tutorial ⭐ 320

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

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

Sars_tutorial ⭐ 308

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Librecommender ⭐ 288

Versatile End-to-End Recommender System

A general purpose recommender metrics library for fair evaluation.

Drl4recsys ⭐ 265

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

Recommender System ⭐ 254

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

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)

Recommendation Systems Paperlist ⭐ 237

Papers about recommendation systems that I am interested in

Recommendersystem Dataset ⭐ 235

This repository contains some datasets that I have collected in Recommender Systems.

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

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Awesome Recommender Systems ⭐ 195

A curated list of awesome resources about Recommender Systems.

This is the data for KB4Rec

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

Mydatascienceportfolio ⭐ 172

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

Szuthesis ⭐ 167

📝 SZU Undergraduate Thesis -- Recommender System

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Recommender systems for Go

A recommender system for discovering GitHub repos, built with Apache Spark

Deep_matrix_factorization_models ⭐ 140

Implementation of the "Deep Matrix Factorization Models for Recommender Systems"

RiVal recommender system evaluation toolkit

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

Towards A Standardized Tag Recommender Benchmarking Framework

Amazon Product Recommender System ⭐ 113

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Spark Knn Recommender ⭐ 113

Item and User-based KNN recommendation algorithms using PySpark

Xdeepfm ⭐ 108

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems

Kerasgru4rec ⭐ 107

Keras implementation of GRU4Rec session-based recommender system

Simple_recommender ⭐ 105

A simple recommendation engine for Rails/Postgres

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

Spark Recommender ⭐ 102

Scalable recommendation system written in Scala using the Apache Spark framework

🌊 FluRS: A Python library for streaming recommendation algorithms

Movielens Recommender ⭐ 97

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

Recsim_ng ⭐ 93

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Deep recommender systems for Rust

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

Recosystem ⭐ 80

Recommender System Using Parallel Matrix Factorization

Deep_learning_recsys ⭐ 79

Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture

Sequential deep matching model for recommender system at Alibaba

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.

Cookbook ⭐ 75

A repository of machine learning codes written for re-usability

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.

Recommender ⭐ 69

A recommendation system using tensorflow

Recommender System On Movielens Dataset ⭐ 69

Knowledge-based, Content-based and Collaborative Recommender systems are built on MovieLens dataset with 100,000 movie ratings. These Recommender systems were built using Pandas operations and by fitting KNN, SVD & deep learning models which use NLP techniques and NN architecture to suggest movies for the users based on similar users and for queries specific to genre, user, movie, rating, popularity.

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Mxnet For Cdl ⭐ 68

Collaborative Deep Learning for Recommender Systems.

Recsysdoc ⭐ 66

Algorithms of Recommender Systems : A survey paper of recommender systems (written in Japanese)

Star Gcn ⭐ 63

STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems

Recommender_pytorch ⭐ 63

A recommender system in PyTorch from scratch.

Recsys2018 Evaluation Tutorial ⭐ 63

Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

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