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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

Neural_collaborative_filtering ⭐ 1,515

Neural Collaborative Filtering

Recsys2019_deeplearning_evaluation ⭐ 871

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.

Next RecSys Library

A Comparative Framework for Multimodal Recommender Systems

Awesome Recsys Papers ⭐ 614

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

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

Neural Collaborative Filtering ⭐ 312

pytorch version of neural collaborative filtering

Variational autoencoders for collaborative filtering

Librecommender ⭐ 288

Versatile End-to-End Recommender System

Recdb Postgresql ⭐ 262

RecDB is a recommendation engine built entirely inside PostgreSQL

Recommender ⭐ 249

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

Movietaster Open ⭐ 241

A practical movie recommend project based on Item2vec.

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…

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

Collaborativememorynetwork ⭐ 174

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Recotour ⭐ 147

A tour through recommendation algorithms in python [IN PROGRESS]

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Neural models for Collaborative Filtering

Collaborative Filtering ⭐ 114

Implemented Item, User and Hybrid based Collaborative Filtering

Deep Autoencoders For Collaborative Filtering ⭐ 111

Using Deep Autoencoders for predictions of movie ratings.

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

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

PHP implementation of the (Weighted Slopeone,Cosine, Weighted Cosine) rating-based collaborative filtering schemes.

Movie Recommender System ⭐ 86

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

Slopeone ⭐ 84

PHP implementation of the Weighted Slope One rating-based collaborative filtering scheme.

Keras Movielens Cf ⭐ 75

A set of Jupyter notebooks demonstrating collaborative filtering using matrix factorization with Keras.

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

Second Springboard Capstone Project: A Movie Recommender

Research On Collaborative Filtering Algorithms ⭐ 65

Research on Collaborative Filtering Algorithms

Cofirank ⭐ 56

a simple yet versatile recommendation systems library in python

Recsys_pytorch ⭐ 48

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

Large scale training of factorization models for Collaborative Filtering with PyTorch

Als_implementation ⭐ 43

Implementation of ALS algorithm from "Collaborative Filtering for Implicit Feedback Data"

Deeplearning4recommendersystem ⭐ 39

deep learning for recommender system

Memory Based Collaborative Filtering ⭐ 38

高效的协同过滤算法实现——推荐系统

Neural Networks For Collaborative Filtering ⭐ 37

Deep Learning for Recommendation

Recommendationengine ⭐ 37

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

Testing framework for Collaborative Filtering

Restricted Boltzmann Machine ⭐ 35

Restricted Boltzmann Machine for collaborative filtering of movies.

Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"

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

Keras Recommender ⭐ 32

Recommender built using keras

Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21

Implementation of paper Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks

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.

Variational Autoencoders Collaborative Filtering ⭐ 28

This repository contains python (using Keras) code implementing variational autoencoders for collaborative filtering on movielens and spotify data

Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"

Deep Autoencoder Recommendation ⭐ 26

Keras implementation of AutoRec and DeepRecommender from Nvidia.

Sequential Variational Autoencoders for Collaborative Filtering

Ranking-Critical Training for Collaborative Filtering

[ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."

Collaborative filtering with the GP-LVM

Recsys_autoencoders ⭐ 23

This project implements different Deep Autoencoder for Collaborative Filtering for Recommendation Systems in Keras

Tensorglue ⭐ 22

Tensor-based recommender system that incorporates categorical contextual information into collaborative filtering workflow.

Spark Cassandra Collabfiltering ⭐ 22

Collaborative filtering with MLLib on Spark based on data in Cassandra

Cpsc540machinelearning ⭐ 22

Solutions to the assignments of the CPSC 540 Machine Learning course (2013) taught by Nando de Freitas

Recommender Systems Paper ⭐ 21

Must-read Papers for Recommender Systems (RS)

Recommender System ⭐ 21

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

RACF (Recency Aware Collaborative Filtering) is the implementation of the "Recency Aware Collaborative Filtering for Next Basket Recommendation" original paper. which is a set of collaborative filtering approaches for solving the problem of predicting the Next Basket Recommendation.

Collaboratory ⭐ 20

Laboratory for collaborative filtering

This is the official code for the WSDM 2021 paper: 'Local Collaborative Autoencoders.'

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

Cp User Behavior ⭐ 18

Recommendation engine using collaborative filtering and matrix factorization

Persa.jl ⭐ 17

Recommender System framework for Julia

Movie_recommendation_engine ⭐ 16

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

TensorFlow implementation of AutoRec

Movie Recommender Using Rbm ⭐ 16

A Movie Recommender System using Restricted Boltzmann Machine (RBM), approach used is collaborative filtering.

Movie Recommendation System ⭐ 16

Implementation of movie recommendation system using C

Matrix Factorization ⭐ 16

Library for matrix factorization for recommender systems using collaborative filtering

Self Attentive Ncf ⭐ 15

Source code for our Paper "Self-Attentive Neural Collaborative Filtering"

Mahout_collaborative_filtering ⭐ 15

Recommendation, Classification, Clustering in Java

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

Cis Recommender

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.

Neuralcf ⭐ 15

A fork from https://github.com/hexiangnan/neural_collaborative Change keras version to v2.1.3, and use tensorflow as the backend.

Trustsvd ⭐ 15

TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings

Parallel_cf ⭐ 14

Parallel item-based collaborative filtering

Csce670_ncf ⭐ 14

Neural Collaborative Filtering for CSCE670

Recommender Systems For Implicit Feedback Datasets ⭐ 14

Matrix Factorization augmented with customer item meta data

Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"

Harvest.js ⭐ 13

Collaborative filtering with node, redis and lua

Recommender System ⭐ 12

Collaborative_filtering ⭐ 12

Recommendation system for music.

User Based Collaborative Filtering ⭐ 11

User-based Collaborative Filtering in Python

Deeprecommender ⭐ 11

Training Deep AutoEncoders for Collaborative Filtering

Cleverrec ⭐ 11

CleverRec: An Open-source Toolkit for Recommendation System.

Collaborativefiltering ⭐ 11

simple c++ implementation of collaborative filtering.

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