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Implicit ⭐ 3,322

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Librec ⭐ 3,113

LibRec: A Leading Java Library for Recommender Systems, see

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

Next RecSys Library

Rsalgorithms ⭐ 676

Some algorithms about traditional and social recommendation.

Awesome Recsys Papers ⭐ 614

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

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.

Jstarcraft Rns ⭐ 368

专注于解决推荐领域与搜索领域的两个核心问题:排序预测(Ranking)和评分预测(Rating). 为相关领域的研发人员提供完整的通用设计与参考实现. 涵盖了70多种排序预测与评分预测算法,是最快最全的Java推荐与搜索引擎.

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

Sifarish ⭐ 328

Content based and collaborative filtering based recommendation and personalization engine implementation on Hadoop and Storm

Recommendation ⭐ 324

Recommendation System using ML and DL

Librecommender ⭐ 288

Versatile End-to-End Recommender System

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)

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…

Movielens ⭐ 202

4 different recommendation engines for the MovieLens dataset.

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

Collaborativememorynetwork ⭐ 174

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Kgat Pytorch ⭐ 156

Beta Recsys ⭐ 152

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

Recotour ⭐ 147

A tour through recommendation algorithms in python [IN PROGRESS]

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

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Convncf ⭐ 107

Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".

Rectorch ⭐ 104

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

Lr Gccf ⭐ 103

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation

Movie Recommender System ⭐ 86

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

Second Springboard Capstone Project: A Movie Recommender

Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Exploring Simple and Powerful Low-pass Graph Convolutional Network for Recommendation. 3. Self-propagation Graph Neural Network for Recommendation (TKDE).

Research On Collaborative Filtering Algorithms ⭐ 65

Research on Collaborative Filtering Algorithms

Pycollaborativefiltering ⭐ 57

User-based and Item-based Collaborative Filtering algorithms written in Python

a simple yet versatile recommendation systems library in python

Top K Rec ⭐ 54

A method collection for top-k recommendation

Rs Adversarial Learning ⭐ 52

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

Adversarial Recommender Systems Survey ⭐ 48

Recsyspy ⭐ 42

Classic recommendation algorithms implementation

Deeplearning4recommendersystem ⭐ 39

deep learning for recommender system

Recommendationengine ⭐ 37

[Deprecated] An optimized MapReduce for item‐based collaborative filtering recommendation algorithm with empirical analysis

Neural Networks For Collaborative Filtering ⭐ 37

Deep Learning for Recommendation

collaborative less-is-more filtering

A lightweight product recommendation system (Item Based Collaborative Filtering) developed in Haskell.

Recommender Tutorial ⭐ 32

An introduction to recommendation systems in Python

Graph Based Recommendation System ⭐ 29

building a recommendation system using graph search methodologies. We will be comparing these different approaches and closely observe the limitations of each.

T Academy Recommendation ⭐ 28

T아카데미에서 진행한 82회차 추천시스템 강의 자료입니다.

Recommendation Systems ⭐ 28

Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory: ML & DL Formulation, Prediction vs. Ranking, Similiarity, Biased vs. Unbiased Paradigms: Content-based, Collaborative filtering, Knowledge-based, Hybrid and Ensembles Data: Tabular, Images, Text (Sequences) Models: (Deep) Matrix Factorisation, Auto-Encoders, Wide & Deep, Rank-Learning, Sequence Modelling Methods: Explicit vs. implicit feedback, User-Item matri

Deep Autoencoder Recommendation ⭐ 26

Keras implementation of AutoRec and DeepRecommender from Nvidia.

This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)

Neural_social_collaborative_ranking ⭐ 23

Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017

Cf_recommendation ⭐ 22

Collaborative Filtering Recommendation System Implementations in Ruby, including SVD and Incremental SVD

Recommender Systems Paper ⭐ 21

Must-read Papers for Recommender Systems (RS)

Recommender Systems With Collaborative Filtering And Deep Learning Techniques ⭐ 19

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

Recommendation Engine ⭐ 19

Building a very simple recommendation engine using collaborative filtering

Cp User Behavior ⭐ 18

Recommendation engine using collaborative filtering and matrix factorization

Recommendersystem Paper ⭐ 18

some papers about the recommender system

Movie Recommendation System ⭐ 16

Implementation of movie recommendation system using C

Travel Recommendation System ⭐ 16

Vacation Recommendation System using content based and Collaborative filtering techniques

Movie_recommendation_engine ⭐ 16

Movie Recommender based on the MovieLens Dataset (ml-100k) using item-item collaborative filtering.

Suggestomatic ⭐ 16

Item based collaborative filter recommendation engine

Disentangled_graph_collaborative_filtering ⭐ 15

Disentagnled Graph Collaborative Filtering, SIGIR2020

NeuRec is a comprehensive and flexible Python library for recommendation models that includes a large range of state-of-the-art neural recommender models.

Mahout_collaborative_filtering ⭐ 15

Recommendation, Classification, Clustering in Java

Githubsocial ⭐ 15

Collaborative repository recommendations based on GitHub stars

Qt c++ 图书推荐与评论系统GUI 协同过滤推荐 collaborative filtering, book recommendation System, Book-Crossing Dataset

News Recommendation ⭐ 14

An investigation of News Recommendation

Csrm_sigir2019 ⭐ 14

A Collaborative Session-based Recommendation Approach with Parallel Memory Modules, SIGIR 2019

Pyspark Ml Examples ⭐ 13

Spark ML Tutorial and Examples for Beginners

Deep Learning For Recommender Systems ⭐ 12

Deep Learning for Recommender Systems

Collaborative Filtering ⭐ 11

Recommendation System using Collaborative Filtering

Cleverrec ⭐ 11

CleverRec: An Open-source Toolkit for Recommendation System.

Recommendbyitemcf ⭐ 11

Hadoop mapreduce. 基于ItemCF的协同过滤物品推荐系统 Collaborative filtering goods recommendation system based on ItemCF

Brunch_nafma ⭐ 11

Neo4j Wordpress ⭐ 10

Neo4j Recommendations for Wordpress

My Yelper ⭐ 10

Building a Hybrid Recommendation Engine: Content-based Filtering + Collaborative Filtering (Spark, PySpark, Apache Drill)

Temporal Collaborative Topic Regression for recommendation. Extends Collaborative Topic Modelling (Wang and Blei) to consider the temporal aspect in recommendation.

Movie_recommender ⭐ 9

Movie Recommender System with Django.

Mercury：Recommendation Engine Sandbox Using Movielens Dataset

It556_worthless_without_coffee_da Iict_final_project ⭐ 9

This is a book recommendation engine built using a hybrid model of Collaborative filtering, Content Based Filtering and Popularity Matrix.

Hybrid Weighted Embedding Recommender ⭐ 9

A Hybrid Recommendation system which uses Content embeddings and augments them with collaborative features. Weighted Combination of embeddings enables solving cold start with fast training and serving

Recommendersystem ⭐ 9

A network TV program recommendation system implemented by python is mainly based on the post-fusion of user collaborative filtering and content-based recommendation algorithms.

Sensitivity ⭐ 8

recommendation sensitivity project

Recommendation Engine ⭐ 8

This folder contains code for Collaborative Filtering recommendation system using Java and Hadoop

code for AAAI2018 paper "Collaborative Filtering with Social Exposure: A Modular Approach to Social Recommendation"

Mf Pytorch ⭐ 8

Matrix Factorization reimplementation with pytorch

Recommendation_system ⭐ 8

Xccelerate Data Science Bootcamp Collaborative Project: 4 flavours of recommendation systems

Netflix Movie Recommender System ⭐ 7

Developed a recommendation system in Python using Netflix prize dataset and MovieLens data set using collaborative filtering technique to recommend movies to a user, based on their preferences.

Expert Recommendation System ⭐ 7

Recommends an expert for a set of domains, trained over a prior data.

[PY]thon [R]ec[O]mmender [S]ystems library

Recommengine ⭐ 7

A recommendation system for Amazon products using different data mining approaches and big data technologies

Edhrec Site ⭐ 7

edhrec web frontend

Cmn4recosys ⭐ 7

Collaborative Memory Networks for Recommendation Systems, implementation in PyTorch

In Common ⭐ 7

Data-agnostic, graph-based collaborative recommendation engine written in Go

papers about recommender system.

Musicmagal ⭐ 7

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