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804

4.2k

other

34

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

tensorflow deep-learning machine-learning recommender-system interview-questions tianchi-competition algorithm-engineering recommendation-algorithms

Created 2020-08-09

491 commits to master branch, last one 6 months 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

EasyRec alibaba

316

1.7k

apache-2.0

50

A framework for large scale recommendation algorithms.

din pdn dlrm dssm eges esmm mind automl deepfm autoint deepmatching wide-and-deep ctr-prediction capsule-network online-learning recommender-system multi-task-learning transformers-models recommendation-algorithms

Created 2020-12-08

315 commits to master branch, last one a day ago

RecSys2019_DeepLearning_Evaluation MaurizioFD

248

982

agpl-3.0

39

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 2 years ago

GNN-Recommender-Systems tsinghua-fib-lab

137

951

unknown

18

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

gcn gnn recommendation recommender-system graph-neural-networks information-retrieval recommendation-system recommendation-algorithms graph-convolutional-networks graph-representation-learning

Created 2021-09-23

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

deep-ctr-prediction qiaoguan

276

915

unknown

22

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

afm ctr esmm deepfm resnet fibinet xdeepfm deep-ctr deep-cross transformer ad-algorithm ctr-prediction recommendation deep-interest-network factorization-machine recommendation-algorithm recommendation-algorithms

Created 2019-02-17

30 commits to master branch, last one 4 years ago

cornac PreferredAI

141

867

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

1,368 commits to master branch, last one 14 days ago

SSLRec HKUDS

49

395

apache-2.0

9

[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

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

CTR DSXiangLi

94

374

unknown

9

CTR模型代码和学习笔记总结

fm afm dcn ffm fnn nfm pnn deepfm frappe fibinet xdeepfm deep-cross tensorflow wide-and-deep ctr-prediction deepinterestnetwork recommendation-algorithms

Created 2020-03-07

59 commits to master branch, last one 3 years ago

chameleon_recsys gabrielspmoreira

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276

mit

26

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

rnn lstm word2vec tensorflow deep-learning rnn-tensorflow word-embeddings recommender-system lstm-neural-network news-recommendation deep-neural-networks lstm-neural-networks recommendation-engine recommendation-system recommendation-algorithms

Created 2018-09-23

26 commits to master branch, last one 3 years ago

RecTools MobileTeleSystems

34

276

apache-2.0

7

RecTools - library to build Recommendation Systems easier and faster than ever before

recsys deep-learning recomendations personalization machine-learning recommender-system recommendation-engine recommendation-system recommendation-algorithms

Created 2022-07-13

233 commits to main branch, last one 3 days ago

RePlay sb-ai-lab

26

248

apache-2.0

7

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

2,368 commits to main branch, last one a day ago

Movie-Recommender-System asif536

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210

apache-2.0

7

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

rate machine-learning movie-recommender recommender-system movie-recommendation recommendation-engine recommendation-system collaborative-filtering recommendation-algorithms movie-recommendation-engine movie-recommendation-system recommendation-web-application

Created 2018-07-24

27 commits to master branch, last one 3 years ago

RecoTour jrzaurin

39

176

unknown

21

A tour through recommendation algorithms in python [IN PROGRESS]

python3 lightgbm deep-learning matrix-factorization collaborative-filtering recommendation-algorithms

Created 2018-05-22

251 commits to master branch, last one 2 years ago

CORE CORE-Labet

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165

apache-2.0

21

CORE is a plug-and-play conversational agent for any recommender system.

plug-and-play recommendations conversational-bots prerelease-versions recommender-systems conversational-agents large-language-models recommendation-algorithms

Created 2023-06-05

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

MultiTaskModel busesese

26

123

unknown

2

multi task mode for esmm and mmoe

esmm mmoe pytorch multitask-learning recommendation-algorithms

Created 2021-04-21

8 commits to main branch, last one 3 years ago

AI-Projects wolf-bailang

21

74

unknown

1

AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）

robotics deep-learning medical-images computer-vision machine-learning graph-neural-netowrks recommendation-algorithms deep-reinforcement-learning

Created 2019-01-13

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

ai_explore Fisher87

15

67

unknown

6

机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现

ner nlp tensorflow deep-learning text-matching ctr-prediction machine-learning recommendation-algorithms

Created 2019-11-26

165 commits to master branch, last one 2 years ago

TorchEasyRec alibaba

8

37

apache-2.0

4

An easy-to-use for large scale recommendation algorithms.

din ple tdm dssm deepfm recommender-system multi-task-learning recommendation-algorithms

Created 2024-09-25

4 commits to master branch, last one 2 days ago

Federated-Recommendation-Neural-Collaborative-Filtering AmanPriyanshu

5

31

mit

2

Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federa...

iid ncf non-iid federated deep-learning neural-network federated-learning recommender-system distributed-learning movie-recommendation recommendation-engine recommendation-system collaborative-filtering deep-recommender-system recommendation-algorithms neural-collaborative-filtering

Created 2022-02-18

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