Search Results - RepositoryStats

3.0k

18.4k

mit

274

Best Practices on Recommendation Systems

azure python rating ranking tutorial microsoft kubernetes recommender data-science deep-learning recommendation jupyter-notebook machine-learning operationalization recommendation-engine recommendation-system artificial-intelligence recommendation-algorithm

Created 2018-09-19

8,919 commits to main branch, last one 21 days ago

DeepCTR shenweichen

2.2k

7.4k

apache-2.0

177

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

Created 2017-10-07

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

models PaddlePaddle

2.9k

6.9k

apache-2.0

269

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

cv nlp models speech paddlepaddle deep-learning neural-network recommendation computer-vision natural-language-processing

Created 2017-04-20

5,067 commits to release/2.4 branch, last one 11 months ago

Surprise NicolasHug

1.0k

6.3k

bsd-3-clause

145

A Python scikit for building and analyzing recommender systems

svd matrix systems recommender factorization recommendation machine-learning

Created 2016-10-23

659 commits to master branch, last one 12 days ago

implicit benfred

608

3.5k

mit

77

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 7 months ago

Reco-papers wzhe06

802

3.3k

mit

194

Classic papers and resources on recommendation

deep-learning recommendation machine-learning recommender-system reinforcement-learning exploration-exploitation

Created 2018-05-29

34 commits to master branch, last one 5 years ago

DeepMatch shenweichen

525

2.2k

apache-2.0

50

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 about a year ago

Chatbot_CN charlesXu86

432

1.3k

apache-2.0

46

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Created 2018-08-01

4 commits to master branch, last one 3 years ago

DeepRec cheungdaven

294

1.1k

gpl-3.0

56

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

DeepRec imsheridan

218

983

mit

48

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

deep-learning recommendation recommendation-system reinforcement-learning exploration-exploitation computational-advertising

Created 2019-12-04

52 commits to master branch, last one 3 years ago

GNN-Recommender-Systems tsinghua-fib-lab

135

913

unknown

16

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

275

906

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

ReChorus THUwangcy

90

509

mit

14

“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

pytorch ranking framework recommendation

Created 2020-05-12

126 commits to master branch, last one 13 days ago

CRSLab RUCAIBox

105

477

mit

14

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

pytorch deep-learning dialog-system recommendation knowledge-graph text-generation pretrained-models recommender-system conversation-system graph-neural-network human-machine-interaction conversational-recommendation

Created 2020-11-22

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

openrec ylongqi

85

408

apache-2.0

36

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

ml deep-learning recommendation machine-learning deep-neural-networks recommendation-system recommendation-algorithm

Created 2017-11-29

213 commits to master branch, last one 4 years ago

awesome-recommend-system-pretraining-papers archersama

26

307

unknown

7

Paper List for Recommend-system PreTrained Models

llm paper papers awesome paperlist pretraining awesome-list ctr-prediction recommendation pretraining-paper pretraining-for-ir recommender-system in-context-learning large-language-model recommendation-system

Created 2022-07-20

94 commits to main branch, last one 3 months ago

ComiRec THUDM

75

274

unknown

5

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

controllable multi-interest recommendation recommender-system

Created 2020-05-20

14 commits to master branch, last one 2 years ago

Multitask-Recommendation-Library easezyc

44

274

mit

2

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

advertising ctr-prediction recommendation transfer-learning multitask-learning recommender-system multitask-recommendation

Created 2022-03-06

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

prediction-flow GitHub-HongweiZhang

51

248

mit

7

Deep-Learning based CTR models implemented by PyTorch

ctr din dnn dien torch deepfm pytorch attention ctr-models deep-learning wide-and-deep ctr-prediction recommendation prediction-flow machine-learning deepneuralnetworks attention-mechanism deepinterestnetwork deepinterestevolutionnetwork

Created 2019-08-01

109 commits to master branch, last one 3 years ago

MultimodalRecSys enoche

18

245

gpl-3.0

8

A curated list of awesome resources about multimodal recommender systems.

multimodal recommendation recommender-system

Created 2022-07-14

82 commits to master branch, last one 2 months ago

RLMRec HKUDS

22

222

apache-2.0

5

[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 13 hours ago

SIGIR2020_peterrec fajieyuan

36

196

unknown

5

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

Created 2020-05-09

125 commits to master branch, last one 3 months ago

GraphRec_PyTorch Wang-Shuo

47

186

gpl-3.0

7

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

pytorch recommendation graph-neural-networks social-recommendation

Created 2019-10-13

7 commits to master branch, last one 4 years ago

Sequential-Recommendation-Datasets guocheng18

26

177

apache-2.0

4

Download and preprocess popular sequential recommendation datasets

yelp tmall amazon lastfm tafeng taobao gowalla datasets citeulike movielens foursquare retailrocket recommendation

This repository has been archived (exclude archived)

Created 2019-08-07

108 commits to master branch, last one 3 years ago

diffnet PeiJieSun

45

170

mit

4

Graph Neural Network based Social Recommendation Model. SIGIR2019.

gcn gnn sigir2019 neural-graph neural-network recommendation graph-neural-network neural-network-graph social-recommendation graph-convolutional-network neural-graph-recommendation

Created 2019-04-19

104 commits to master branch, last one 24 days ago

rankfm etlundquist

36

170

gpl-3.0

12

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

recommendation learning-to-rank machine-learning implicit-feedback recommender-system factorization-machines collaborative-filtering

Created 2020-05-02

171 commits to master branch, last one 3 years ago

tutorials PreferredAI

67

163

unknown

6

A tutorial series by Preferred.AI

tutorial tensorflow deep-learning recommendation sentiment-analysis recommender-systems image-classification information-retrieval

Created 2018-06-01

101 commits to master branch, last one about a month ago

LightGCL HKUDS

16

160

unknown

6

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

recommendation graph-neural-networks collaborative-filtering self-supervised-learning graph-contrastive-learning

Created 2023-02-08

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

RecAlgorithm tangxyw

40

159

bsd-2-clause

6

主流推荐系统Rank算法的实现

afm bst ctr dcn din ffm nfm ple pnn esmm mmoe deepfm fibinet ranking xdeepfm deepcrossing deep-learning wide-and-deep recommendation

Created 2022-01-10

76 commits to main branch, last one 8 months ago

ENMF chenchongthu

28

150

mit

5

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.

kdd dhcf icml lcfn nbpo srns sigir neurips lightgcn evaluation deep-learning recommendation reproducibility state-of-the-art recommender-system efficient-algorithm reproducible-research collaborative-filtering

Created 2019-05-09

54 commits to master branch, last one 2 years ago