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Search results for recommendation system collaborative filtering

collaborative-filtering x

recommendation-system x

44 search results found

Gorse ⭐ 8,267

Gorse open source recommender system engine

Rspapers ⭐ 5,701

A Curated List of Must-read Papers on Recommender System.

Implicit ⭐ 3,322

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Librec ⭐ 3,113

LibRec: A Leading Java Library for Recommender Systems, see

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

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

Deeprecommender ⭐ 1,457

Deep learning for recommender systems

Deeprec ⭐ 1,068

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

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

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

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!

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.

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.

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

Paperlist For Recommender Systems ⭐ 334

Recommender Systems Paperlist that I am interested in

BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS

Neural Collaborative Filtering ⭐ 312

pytorch version of neural collaborative filtering

Variational autoencoders for collaborative filtering

Librecommender ⭐ 288

Versatile End-to-End Recommender System

Metarec ⭐ 282

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

Recdb Postgresql ⭐ 262

RecDB is a recommendation engine built entirely inside PostgreSQL

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.

Recommender ⭐ 249

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

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

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.

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…

Recommenderlab ⭐ 207

recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package

Sigir2020_peterrec ⭐ 194

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

Collaborativememorynetwork ⭐ 174

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Rsparse ⭐ 167

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

Recstudio ⭐ 153

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Rec_pangu ⭐ 138

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

Recbole Gnn ⭐ 128

Efficient and extensible GNNs enhanced recommender library based on RecBole.

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

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.

Rectorch ⭐ 104

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

"RLMRec: Representation Learning with Large Language Models for Recommendation"

Social Recommendation ⭐ 97

Summary of social recommendation papers and codes

Movielens Recommender ⭐ 97

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

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.

Movies_recommend ⭐ 87

movie recommender system in use Collaborative Filtering / 基于协同过滤的电影推荐系统

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.

Tf Recsys ⭐ 76

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.

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Collaborative Deep Learning For Recommender Systems ⭐ 58

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.

Directau ⭐ 57

KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering

a simple yet versatile recommendation systems library in python

Consimilo ⭐ 53

A Clojure library for querying large data-sets on similarity

Spotify Song Recommendation Ml ⭐ 52

UC Berkeley team's submission for RecSys Challenge 2018

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

Recsys_pytorch ⭐ 48

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

Large scale training of factorization models for Collaborative Filtering with PyTorch

Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23

Kdd_cup_2020_debiasing_rush ⭐ 44

Solution to the Debiasing Track of KDD CUP 2020

Recommendation.jl ⭐ 43

Building recommender systems in Julia

Recommendation Algorithm ⭐ 42

Collaborative filtering recommendation system. Recommendation algorithm using collaborative filtering. Topics: Ranking algorithm, euclidean distance algorithm, slope one algorithm, filtragem colaborativa.

TensorFlow implementation of our paper: Cross Pairwise Ranking for Unbiased Item Recommendation (WWW'22)

Awesome Machine Learning Papers ⭐ 39

📖Notes and remarks on Machine Learning related papers

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

Recommendationengine ⭐ 37

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

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

[WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"

Retailbox ⭐ 34

🛍️RetailBox - eCommerce Recommender System using Machine Learning

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.

Personalized real-time movie recommendation system

Recommender ⭐ 33

NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)

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

Bellkoralgorithm ⭐ 33

A Python implementation of the Bellkor Algorithm

Gmcf_neural_graph_matching_based_collaborative_filtering ⭐ 32

GMCF: Neural Graph Matching based Collaborative Filtering, SIGIR 2021

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

[SIGIR'2023] "GFormer: Graph Transformer for Recommendation"

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.

Collaborativefiltering ⭐ 27

In-memory recommendation algorithm for Swift apps

Sequential Variational Autoencoders for Collaborative Filtering

Deep Autoencoder Recommendation ⭐ 26

Keras implementation of AutoRec and DeepRecommender from Nvidia.

Movie_recommendation_engine ⭐ 23

This repository contains the code for building movie recommendation engine.

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

Tensorglue ⭐ 22

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

[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"

Recommender Systems Paper ⭐ 21

Must-read Papers for Recommender Systems (RS)

Recsys19_hybridsvd ⭐ 21

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

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.

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

Collaboratory ⭐ 20

Laboratory for collaborative filtering

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 System Baseline ⭐ 19

Some common recommendation system baseline, with description and link.

Cp User Behavior ⭐ 18

Recommendation engine using collaborative filtering and matrix factorization

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