Search Results - RepositoryStats

gorse gorse-io

813

8.9k

apache-2.0

63

Gorse open source recommender system engine

go knn machine-learning recommender-system collaborative-filtering

Created 2018-08-14

1,184 commits to master branch, last one 3 days ago

RSPapers hongleizhang

1.4k

6.3k

mit

334

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

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

Created 2018-01-30

276 commits to master branch, last one 8 months ago

RecBole RUCAIBox

658

3.7k

mit

42

A unified, comprehensive and efficient recommendation library

pytorch recommender deep-learning ctr-prediction knowledge-graph recommendations recommender-systems graph-neural-networks recommendation-system collaborative-filtering sequential-recommendation

Created 2020-06-11

4,388 commits to master branch, last one about a month ago

implicit benfred

620

3.7k

mit

76

Fast Python Collaborative Filtering for Implicit Feedback Datasets

recommendation machine-learning recommender-system matrix-factorization recommendation-system collaborative-filtering

Created 2016-04-17

435 commits to main branch, last one about a year ago

librec guoguibing

1.0k

3.2k

other

234

LibRec: A Leading Java Library for Recommender Systems, see

java matrix sparse tensor systems filtering recommender collaborative factorization recommender-systems matrix-factorization tensor-factorization collaborative-filtering recommendation-algorithms probabilistic-graphical-models

Created 2014-01-09

1,112 commits to 3.0.0 branch, last one 2 years ago

Deep-Learning-for-Recommendation-Systems robi56

705

2.8k

unknown

200

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

python tensorflow deep-learning neural-network machine-learning recommender-system music-recommendation hybrid-recommendation collaborative-filtering

Created 2017-05-08

50 commits to master branch, last one 5 years ago

DeepMatch shenweichen

540

2.3k

apache-2.0

49

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.

dssm mind comirec matching youtubednn recommendation factorization-machines collaborative-filtering

Created 2020-04-06

68 commits to master branch, last one 2 years ago

neural_collaborative_filtering hexiangnan

659

1.8k

apache-2.0

31

Neural Collaborative Filtering

deep-learning recommender-system collaborative-filtering

Created 2017-02-02

16 commits to master branch, last one 6 years ago

DeepRecommender NVIDIA

340

1.7k

mit

72

Deep learning for recommender systems

gpu deep-learning deep-autoencoders recommendation-engine collaborative-filtering

This repository has been archived (exclude archived)

Created 2017-09-08

41 commits to master branch, last one 6 years ago

DeepRec cheungdaven

293

1.2k

gpl-3.0

55

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

python tensorflow deep-learning neural-network recommendation rating-prediction recommender-systems matrix-factorization factorization-machine recommendation-system top-n-recommendations collaborative-filtering

Created 2018-05-12

102 commits to master branch, last one 2 years ago

pytorch-fm rixwew

227

1.1k

mit

16

Factorization Machine models in PyTorch

fm dcn ffm nfm pnn fnfm hofm deepfm autoint pytorch xdeepfm avazu-dataset criteo-dataset ctr-prediction movielens-dataset factorization-machines collaborative-filtering neural-collaborative-filtering

Created 2019-05-28

39 commits to master branch, last one 4 years ago

NeuRec wubinzzu

220

1.1k

unknown

41

Next RecSys Library

gcn sequential tensorflow autoencoder deep-learning social-network neural-networks recommender-systems adversarial-learning collaborative-filtering variational-autoencoder convolutional-neural-networks

Created 2019-02-25

217 commits to master branch, last one 3 years ago

tutorials towardsai

363

1.0k

other

39

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

nlp math python tutorial mathematics programming data-science google-colab deep-learning linear-algebra neural-networks python-tutorial machine-learning sentiment-analysis recommendation-system monte-carlo-simulation collaborative-filtering

Created 2020-07-09

163 commits to master branch, last one 2 years ago

RecSys2019_DeepLearning_Evaluation MaurizioFD

249

987

agpl-3.0

37

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.

Created 2019-04-02

63 commits to master branch, last one 3 years ago

cornac PreferredAI

152

949

apache-2.0

25

A Comparative Framework for Multimodal Recommender Systems

multimodality recommender-system multimodal-learning matrix-factorization recommendation-engine recommendation-system collaborative-filtering recommendation-algorithms

Created 2018-07-17

1,393 commits to master branch, last one a day ago

daisyRec AmazingDD

84

552

mit

12

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...

afm nfm vae cdae ease slim neumf svdpp biasmf deepfm pytorch item2vec recommender-system k-nearest-neighbors matrix-factorization factorization-machines collaborative-filtering neural-collaborative-filtering

Created 2019-12-02

299 commits to dev branch, last one 8 months ago

competitive-recsys chihming

115

534

unknown

35

A collection of resources for Recommender Systems (RecSys)

recsys collaborative-filtering recommendation-algorithm

Created 2018-03-02

45 commits to master branch, last one 3 years ago

SSLRec HKUDS

74

511

apache-2.0

8

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

deep-learning user-behavior recommender-systems contrastive-learning graph-neural-networks collaborative-filtering self-supervised-learning recommendation-algorithms

Created 2023-02-08

500 commits to main branch, last one about a month ago

neural-collaborative-filtering yihong-chen

157

500

unknown

8

pytorch version of neural collaborative filtering

python deep-learning recommender-systems matrix-factorization collaborative-filtering

Created 2018-03-16

37 commits to master branch, last one 10 months ago

Paperlist-for-Recommender-Systems mengfeizhang820

96

452

unknown

30

Recommender Systems Paperlist that I am interested in

embeddings ctr-prediction graph-embedding recommender-systems collaborative-filtering industry-recommendations sequential-recommendation session-based-recommendation neural-collaborative-filtering knowledge-graph-for-recommendation

Created 2019-09-10

142 commits to master branch, last one 3 years ago

LibRecommender massquantity

68

423

mit

10

Versatile End-to-End Recommender System

rust cython recommender-system collaborative-filtering

Created 2019-03-08

1,287 commits to master branch, last one 3 months ago

Recommender-System SSSxCCC

93

413

mit

7

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

tensrflow tensorflow2 knowledge-graph keras-tensorflow recommender-system collaborative-filtering

Created 2019-11-12

11 commits to master branch, last one 3 years ago

RLMRec HKUDS

50

380

apache-2.0

11

[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"

recommendation recommender-systems graph-neural-networks large-language-models collaborative-filtering

Created 2023-10-23

67 commits to main branch, last one 10 months ago

BARS reczoo

59

370

apache-2.0

4

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

ranking benchmarking item-matching ctr-prediction recommender-system collaborative-filtering

Created 2020-09-30

180 commits to main branch, last one 5 months ago

RePlay sb-ai-lab

34

329

apache-2.0

6

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

recsys pyspark pytorch algorithms evaluation transformers deep-learning machine-learning recommender-system matrix-factorization distributed-computing collaborative-filtering recommendation-algorithms

Created 2022-04-19

2,424 commits to main branch, last one 26 days ago

letterboxd_recommendations sdl60660

25

305

gpl-3.0

6

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

svd flask letterboxd redis-queue web-scraping movie-recommendations collaborative-filtering letterboxd-recommendations

Created 2020-12-01

645 commits to main branch, last one 2 days ago

MetaRec khanhnamle1994

77

303

unknown

5

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

wandb django cometml pytorch ranking tensorflow tensorboard autoencoders deep-learning meta-learning movielens-dataset boltzmann-machines recommender-systems matrix-factorization multilayer-perceptron collaborative-filtering

Created 2019-09-26

315 commits to master branch, last one 4 years ago

elliot sisinflab

51

288

apache-2.0

12

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

nfm vae k-nn slim bprmf keras svdpp deepfm funksvd tensorflow2 knowledge-graph recommendations machine-learning recommender-system k-nearest-neighbours matrix-factorization collaborative-filtering content-based-recommendation neural-collaborative-filtering

Created 2020-10-23

628 commits to master branch, last one about a year ago

Recommender GHamrouni

63

266

bsd-2-clause

30

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

c machine-learning recommendation-engine collaborative-filtering

Created 2012-01-04

210 commits to master branch, last one 2 years ago

polara evfro

22

251

mit

12

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.

evaluation recommender-system matrix-factorization tensor-factorization top-n-recommendations collaborative-filtering

Created 2016-07-15

617 commits to master branch, last one 4 years ago