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Collaborative Filtering
173 Open Source Collaborative Filtering Software Projects
Free and open source collaborative filtering code projects including engines, APIs, generators, and tools.
Librec
3053 ⭐
LibRec: A Leading Java Library for Recommender Systems, see
Deep Learning For Recommendation Systems
2501 ⭐
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
Implicit
2586 ⭐
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Deeprecommender
1591 ⭐
Deep learning for recommender systems
Neural_collaborative_filtering
1418 ⭐
Neural Collaborative Filtering
Gorse
5105 ⭐
An open source recommender system service written in Go
Deeprec
1035 ⭐
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
Deepmatch
1480 ⭐
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
Recsys2019_deeplearning_evaluation
864 ⭐
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.
Neurec
886 ⭐
Next RecSys Library
Newsrecommendsystem
613 ⭐
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.
Neural_graph_collaborative_filtering
616 ⭐
Neural Graph Collaborative Filtering, SIGIR2019
Competitive Recsys
476 ⭐
A collection of resources for Recommender Systems (RecSys)
Vae_cf
441 ⭐
Variational autoencoders for collaborative filtering
Pytorch Fm
655 ⭐
Factorization Machine models in PyTorch
Recommendation Systems Paperlist
329 ⭐
Papers about recommendation systems that I am interested in
Summary Of Recommender System Papers
310 ⭐
阅读过的推荐系统论文的归类总结，持续更新中…
Cornac
513 ⭐
A Comparative Framework for Multimodal Recommender Systems
Ghamrouni Recommender
241 ⭐
A C library for product recommendations/suggestions using collaborative filtering (CF)
Movielens
305 ⭐
4 different recommendation engines for the MovieLens dataset.
Neural Collaborative Filtering
313 ⭐
pytorch version of neural collaborative filtering
Recommendationsystem
257 ⭐
Book recommender system using collaborative filtering based on Spark
Paperlist For Recommender Systems
381 ⭐
Recommender Systems Paperlist that I am interested in
Polara
229 ⭐
Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.
Collaborativememorynetwork
176 ⭐
Collaborative Memory Network for Recommendation Systems, SIGIR 2018
Sssxccc Recommender System
321 ⭐
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
Rsparse
159 ⭐
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
Recotour
156 ⭐
A tour through recommendation algorithms in python [IN PROGRESS]
Movielens Recommender
142 ⭐
A pure Python implement of Collaborative Filtering based on MovieLens' dataset.
Rectorch
132 ⭐
rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
Daisyrec
414 ⭐
A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks
Deep Autoencoders For Collaborative Filtering
106 ⭐
Using Deep Autoencoders for predictions of movie ratings.
Deepicf
94 ⭐
TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation
Tf Recsys
86 ⭐
tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.
Graphmat
87 ⭐
GraphMat graph analytics framework
Kdd_cup_2020_debiasing_rush
129 ⭐
Solution to the Debiasing Track of KDD CUP 2020
Slopeone
84 ⭐
PHP implementation of the Weighted Slope One rating-based collaborative filtering scheme.
Noisywinds Recommend
87 ⭐
Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等
Funq
104 ⭐
Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"
Research On Collaborative Filtering Algorithms
68 ⭐
Research on Collaborative Filtering Algorithms
Bpr_mpr
70 ⭐
BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking
Asif536 Movie Recommender System
105 ⭐
Basic Movie Recommendation Web Application using user-item collaborative filtering.
Matrix Completion
80 ⭐
Lightweight Python library for in-memory matrix completion.
Collaborative Deep Learning For Recommender Systems
62 ⭐
The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.
Enmf
118 ⭐
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.
Spotify Song Recommendation Ml
69 ⭐
UC Berkeley team's submission for RecSys Challenge 2018
Consimilo
57 ⭐
A Clojure library for querying large data-sets on similarity
Person Recommendation Algorithms
52 ⭐
推荐算法个人学习笔记以及代码实战
Cmfrec
85 ⭐
(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)
Recoder
51 ⭐
Large scale training of factorization models for Collaborative Filtering with PyTorch
Deepcf
59 ⭐
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
Recommendationengine
41 ⭐
Source code and dataset for paper "CBMR: An optimized MapReduce for item‐based collaborative filtering recommendation algorithm with empirical analysis"
Deeplearning4recommendersystem
43 ⭐
deep learning for recommender system
Gluonrank
39 ⭐
Ranking made easy
Gcmc
46 ⭐
Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction
Neural Networks For Collaborative Filtering
37 ⭐
Deep Learning for Recommendation
Restricted Boltzmann Machine
39 ⭐
Restricted Boltzmann Machine for collaborative filtering of movies.
Movie Recommender Demo
46 ⭐
This project walks through how you can create recommendations using Apache Spark machine learning. There are a number of jupyter notebooks that you can run on IBM Data Science Experience, and there a live demo of a movie recommendation web application you can interact with. The demo also uses IBM Message Hub (kafka) to push application events to topic where they are consumed by a spark streaming job running on IBM BigInsights (hadoop).
Disentangled_graph_collaborative_filtering
98 ⭐
Disentagnled Graph Collaborative Filtering, SIGIR2020
Nncf
34 ⭐
Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"
Recsys_spark
74 ⭐
Spark SQL 实现 ItemCF，UserCF，Swing，推荐系统，推荐算法，协同过滤
Mayukh18 Reco
39 ⭐
a simple yet versatile recommendation systems library in python
Lenguyenthedat Raptor
34 ⭐
A lightweight product recommendation system (Item Based Collaborative Filtering) developed in Haskell.
Batsqd Movie
37 ⭐
Personalized real-time movie recommendation system
Nreco Recommender
34 ⭐
NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)
Keras Recommender
34 ⭐
Recommender built using keras
Graph Based Recommendation System
44 ⭐
building a recommendation system using graph search methodologies. We will be comparing these different approaches and closely observe the limitations of each.
Svae_cf
34 ⭐
[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering
Deep Autoencoder Recommendation
50 ⭐
Keras implementation of AutoRec and DeepRecommender from Nvidia.
Transfer Rec
188 ⭐
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)
Book_recommend
41 ⭐
基于协同过滤的书籍推荐系统
Jalajthanaki Movie_recommendation_engine
50 ⭐
This repository contains the code for building movie recommendation engine.
Memory Based Collaborative Filtering
35 ⭐
高效的协同过滤算法实现——推荐系统
Machine_learing_algo_python
39 ⭐
implement the machine learning algorithms by python for studying
Lr Gccf
77 ⭐
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020
Recommender Systems With Collaborative Filtering And Deep Learning Techniques
37 ⭐
Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques
Recsys19_hybridsvd
24 ⭐
Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.
Librecommender
129 ⭐
Versatile End-to-End Recommender System
Recommender System
28 ⭐
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.
Recommendation System Baseline
31 ⭐
Some common recommendation system baseline, with description and link.
Movie Recommender Using Rbm
24 ⭐
A Movie Recommender System using Restricted Boltzmann Machine (RBM), approach used is collaborative filtering.
Slrc
28 ⭐
Short-term and Life-time Repeat Consumption (SLRC) Model for Recommendation
Ucl Drl Msc
21 ⭐
Learning to Recommend using a Deep Reinforcement Agent
Collaboratory
22 ⭐
Laboratory for collaborative filtering
Cp User Behavior
22 ⭐
Recommendation engine using collaborative filtering and matrix factorization
Bellkoralgorithm
25 ⭐
A Python implementation of the Bellkor Algorithm
Movie_recommendation_engine
21 ⭐
Movie Recommender based on the MovieLens Dataset (ml-100k) using item-item collaborative filtering.
Nodeml
24 ⭐
machine learning framework for node.js
Rankfm
107 ⭐
Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data
Recommender Systems For Implicit Feedback Datasets
17 ⭐
Matrix Factorization augmented with customer item meta data
Shubham Bhatnagar Movie Recommendation System
16 ⭐
Implementation of movie recommendation system using C
Quick Data Science Experiments 2017
19 ⭐
Quick-Data-Science-Experiments
Qmazon
16 ⭐
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
Collaborative Filtering In Mysql
14 ⭐
collaborative filtering in mysql
Movie1_recommend
17 ⭐
基于协同过滤的电影推荐系统,UserCF和ItemCF协同过滤推荐算法的实现
Agritech
28 ⭐
Recommendation system for farmers based on soil type, location, season etc.
Mrsr
13 ⭐
MRSR - Matlab Recommender Systems Research is a software framework for evaluating collaborative filtering recommender systems in Matlab.
Collaborativefiltering
19 ⭐
simple c++ implementation of collaborative filtering.
Bigdata_project_recommender_system
16 ⭐
Recommender system based on Item Collaborative Filtering and MapReduce
You Can Not Recommend
18 ⭐
Recommender system engine on NodeJS