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Top 198 recommender-system open source projects

Gorse

An open source recommender system service written in Go

✭ 1,148

go machine-learning restful-api data-mining recommender-system machinelearning collaborative-filtering

Tensorrec

A TensorFlow recommendation algorithm and framework in Python.

✭ 1,130

python machine-learning tensorflow framework recommender-system recommendation-system

Collaborative Rnn

A TensorFlow implementation of the collaborative RNN (Ko et al, 2016).

✭ 60

python deep-learning rnn recommender-system

Collaborative Deep Learning For Recommender Systems

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.

✭ 60

python data-science recommender-system autoencoder collaborative-filtering

Likelike

An implementation of locality sensitive hashing with Hadoop

✭ 58

java hadoop recommender-system

Rexy

Flexible and extendable recommender system based on an abstract User-Product-Tag schema

✭ 57

python open-source recommender-system

Ml Surveys

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

✭ 1,063

deep-learning machine-learning computer-vision nlp reinforcement-learning recommender-system embeddings survey

Consimilo

A Clojure library for querying large data-sets on similarity

✭ 54

clojure recommender-system collaborative-filtering similarity

Elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

✭ 49

python machine-learning keras knowledge-graph recommender-system vae collaborative-filtering matrix-factorization slim

Recoder

Large scale training of factorization models for Collaborative Filtering with PyTorch

✭ 46

python deep-learning machine-learning pytorch recommender-system autoencoder collaborative-filtering matrix-factorization

Attentional Neural Factorization Machine

Attention,Factorization Machine, Deep Learning, Recommender System

✭ 39

python deep-learning attention-mechanism recommender-system factorization-machines

Elastic Graph Recommender

Building recommenders with Elastic Graph!

✭ 33

javascript elasticsearch recommender-system tmdb

Orange3 Recommendation

🍊 👎 Add-on for Orange3 to support recommender systems.

✭ 21

python recommender-system matrix-factorization

Recq

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

✭ 883

python deep-learning tensorflow algorithm recommender-system

Recsys19 hybridsvd

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

✭ 23

jupyter-notebook recommender-system collaborative-filtering

Fastfm

fastFM: A Library for Factorization Machines

✭ 908

python machine-learning recommender-system matrix-factorization factorization-machines

Rfdmovies Client

🎬instant recommending or finding or downloading movies via the command line

✭ 18

python postgresql parser recommender-system movie watch

Sparrowrecsys

A Deep Learning Recommender System

✭ 796

python deep-learning machine-learning recommender-system

Recsys2019 deeplearning evaluation

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.

✭ 780

python deep-learning neural-network recommender-system reproducible-research collaborative-filtering matrix-factorization reproducibility recommendation-system

Recommenders

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

✭ 752

python tensorflow recommender-system

Yedda

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

✭ 704

python analysis named-entity-recognition recommender-system annotations ner event entity tkinter chunk

Awesome Recsys Papers

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

✭ 666

awesome recommender-system papers

Recommender System With Tf2.0

Recurrence the recommender paper with Tensorflow2.0

✭ 622

python python3 neural-network recommender-system matrix-factorization

Knowledge graph attention network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

✭ 610

python knowledge-graph recommender-system

Moviegeek

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

✭ 608

python django data-science recommender-system

Newsrecommendsystem

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.

✭ 557

java recommender-system collaborative-filtering

Recommendersystems

推荐系统

✭ 527

python recommender-system

Music recommender

Music recommender using deep learning with Keras and TensorFlow

✭ 528

jupyter-notebook deep-learning music convolutional-neural-networks cnn recommender-system keras-tensorflow

Neural graph collaborative filtering

Neural Graph Collaborative Filtering, SIGIR2019

✭ 517

python recommender-system collaborative-filtering

Rsalgorithms

Some algorithms about traditional and social recommendation.

✭ 500

python recommender-system

Buffalo

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

✭ 498

python cpp machine-learning recommender-system matrix-factorization

Recsim

A Configurable Recommender Systems Simulation Platform

✭ 461

python machine-learning tensorflow artificial-intelligence reinforcement-learning google simulation recommender-system

Neural factorization machine

TenforFlow Implementation of Neural Factorization Machine

✭ 422

python deep-learning recommender-system factorization-machines

Openlearning4deeprecsys

Some deep learning based recsys for open learning.

✭ 383

python deep-learning tensorflow recommender-system factorization-machines

Sasrec

SASRec: Self-Attentive Sequential Recommendation

✭ 373

python deep-learning recommender-system

Attentional factorization machine

TensorFlow Implementation of Attentional Factorization Machine

✭ 362

python deep-learning recommender-system factorization-machines

Recnn

Reinforced Recommendation toolkit built around pytorch 1.7

✭ 362

python pytorch library reinforcement-learning recommender-system toolkit recommendation-system

Lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

✭ 3,884

python machine-learning recommender-system matrix-factorization recommender learning-to-rank

Product Nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

✭ 355

python deep-learning recommender-system

Rspapers

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

✭ 4,140

deep-learning recommender-system collaborative-filtering survey social-recommendation read-papers deep-learning-based-rs social-recommender

Artificio

Deep Learning Computer Vision Algorithms for Real-World Use

✭ 326

python deep-learning machine-learning computer-vision data-science artificial-intelligence image-processing ai convolutional-neural-networks neural-networks image-classification recommender-system transfer-learning image-retrieval image-recognition applications

Winerama Recommender Tutorial

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

✭ 324

python django tutorial pandas scikit-learn recommender-system wine

Recommendation Systems Paperlist

Papers about recommendation systems that I am interested in

✭ 308

deep-learning social-network recommender-system collaborative-filtering survey

Recsys

项亮的《推荐系统实践》的代码实现

✭ 306

jupyter-notebook machine-learning recommender-system recommendation-system

Cornac

A Comparative Framework for Multimodal Recommender Systems

✭ 308

python recommender-system collaborative-filtering matrix-factorization recommendation-system recommendation-engine

Ad Papers

Papers on Computational Advertising

✭ 3,515

python deep-learning machine-learning recommender-system papers advertising ctr-prediction computational-advertising

Recdb Postgresql

RecDB is a recommendation engine built entirely inside PostgreSQL

✭ 297

c machine-learning database recommender-system recommendation-system recommendation-engine

Dsin

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

✭ 289

python deep-learning recommender-system

Summary Of Recommender System Papers

阅读过的推荐系统论文的归类总结，持续更新中…

✭ 288

deep-learning paper recommender-system collaborative-filtering summary

Daisyrec

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

✭ 280

python pytorch recommender-system vae collaborative-filtering matrix-factorization slim factorization-machines

Alink

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