Search Results - RepositoryStats

615

3.5k

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

4,353 commits to master branch, last one 2 months ago

scikit-optimize scikit-optimize

546

2.7k

bsd-3-clause

63

Sequential model-based optimization with a `scipy.optimize` interface

binder bayesopt optimization scikit-learn hacktoberfest visualization hyperparameter machine-learning scientific-computing bayesian-optimization hyperparameter-search hyperparameter-tuning scientific-visualization sequential-recommendation hyperparameter-optimization

This repository has been archived (exclude archived)

Created 2016-03-20

1,570 commits to master branch, last one 3 years ago

Paperlist-for-Recommender-Systems mengfeizhang820

96

450

unknown

31

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

RecStudio USTCLLM

23

176

mit

5

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

pytorch deep-learning ctr-prediction knowledge-graph recommender-system matrix-factorization graph-neural-networks factorization-machines collaborative-filtering sequential-recommendation

Created 2021-11-13

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

rec_pangu HaSai666

19

156

mit

10

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. D...

deepfm comirec pytorch deep-learning ctr-prediction ranking-algorithm recommender-system multi-task-learning graph-neural-networks graph-recommendations recommendation-system collaborative-filtering sequential-recommendation

Created 2022-06-10

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

Recommender-Systems-Paper hegongshan

17

149

unknown

1

Must-read Papers for Recommender Systems (RS)

deep-learning learning-to-rank rating-prediction click-through-rate recommender-systems graph-neural-network matrix-factorization social-recommendation top-n-recommendations collaborative-filtering sequential-recommendation explainable-recommendation graph-based-recommendation graph-convolutional-network conversational-recommendation point-of-interest-recommendation

Created 2020-09-13

103 commits to master branch, last one 3 years ago

EasyDGL cchao0116

17

124

mit

1

Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"

time-series traffic-data dynamic-graph-embedding sequential-recommendation

Created 2022-12-18

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

Sequential_Recommendation_Tensorflow slientGe

24

116

unknown

2

Several sequential recommended models implemented by tenosrflow1.x

fpmc caser attrec python sasrec gru4rec transrec tensorflow recommendation sequential-recommendation

Created 2020-02-18

9 commits to master branch, last one 3 years ago

WSDM2019-nextitnet fajieyuan

29

110

mit

1

Generative model for sequential recommendation based on Convolution Neural Networks (CNN))

cnn session-based autoregressive generative-model autoregressive-models next-token-prediction sequential-recommender generative-recommendation sequential-recommendation convolutional-neural-network convolutional-neural-networks session-based-recommendation-system generative-sequential-recommendation

Created 2018-11-30

148 commits to master branch, last one 8 months ago

RecBox reczoo

19

90

apache-2.0

3

A box of core libraries for recommendation model development

gnn recommendation two-tower-models candidate-matching collaborative-filtering sequential-recommendation

Created 2018-04-15

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

SIGIR21-SURGE tsinghua-fib-lab

27

85

mit

1

Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".

recommender-system graph-neural-networks sequential-recommendation

Created 2021-11-04

7 commits to main branch, last one 2 years ago

gamification-offrec JK-SHIN-PG

1

80

unknown

1

This repository has no description...

gamification recommender-system indoor-environments sequential-recommendation spatio-temporal-representation

Created 2022-07-04

12 commits to master branch, last one 6 months ago

DGSR CRIPAC-DIG

14

64

unknown

2

[TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"

recommender-system graph-neural-networks dynamic-graph-embedding sequential-recommendation

Created 2022-03-29

12 commits to master branch, last one 7 months ago

Recformer JiachengLi1995

13

61

unknown

4

Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation

kdd2023 sequential-recommendation

Created 2023-06-01

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

MAERec HKUDS

5

58

unknown

5

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

masked-autoencoder recommender-systems graph-neural-networks self-supervised-learning sequential-recommendation

Created 2023-05-08

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

DCRec HKUDS

6

55

mit

2

[WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"

contrastive-learning graph-neural-networks self-supervised-learning sequential-recommendation

Created 2023-02-08

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

ASReP DyGRec

12

50

unknown

2

Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

transformer item-prediction recommender-system augmented-sequences sequential-recommendation

Created 2021-04-15

19 commits to main branch, last one 3 years ago

SelfGNN HKUDS

4

44

apache-2.0

1

[SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"

data-augmentation recommender-system graph-neural-networks self-supervised-learning sequential-recommendation

Created 2024-04-24

10 commits to main branch, last one 5 months ago

FMLP-Rec Woeee

19

42

unknown

2

The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"

sequential-recommendation

Created 2022-02-16

2 commits to master branch, last one 2 years ago

MM23-MISSRec gimpong

7

40

unknown

1

The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (ACM MM'23).

acmmm acmmm2023 multi-modal pretraining recommendations recommender-system sequential-recommendation

Created 2023-10-23

11 commits to master branch, last one 8 months ago

PERIS dmhyun

1

35

unknown

3

Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]

pytorch machine-learning recommender-system sequential-recommendation

Created 2022-09-15

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

Awesome-Sequence-Modeling-for-Recommendation HqWu-HITCS

3

31

unknown

2

An Awesome Collection for Sequential Recommendation and Sequence Modeling in Recommend System

awesome-list recommendation-system recommender-system-papers sequential-recommendation

Created 2023-07-05

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

RecGPT VinAIResearch

1

30

other

1

RecGPT: Generative Pre-training for Text-based Recommendation (ACL 2024)

gpt llm recgpt recommendation rating-prediction large-language-model generative-pretraining sequential-recommendation

Created 2024-05-21

9 commits to main branch, last one 2 months ago

IISAN GAIR-Lab

0

29

unknown

1

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT

peft iisan memory-efficient efficiency-analysis multimodal-learning representation-learning multimodal-recommendation multimodal-representation sequential-recommendation

Created 2024-04-02

82 commits to main branch, last one 3 days ago

DiffuASR liuqidong07

5

26

mit

1

[CIKM'23] The official implementation code of DiffuASR.

pytorch recommendation diffusion-models data-augmentation recommender-system sequential-recommendation

Created 2023-08-10

6 commits to main branch, last one 7 months ago

DUET HelloZicky

0

25

gpl-3.0

1

[WWW2023] PyTorch implementation of "DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization".

edge-cloud device-cloud hypernetwork computer-vision personalization domain-adaptation dynamic-parameter image-classification parameter-generation device-generalization domain-generalization recommendation-system sequential-recommendation device-cloud-collaboration facial-expression-recognition

Created 2023-09-09

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

ICSRec QinHsiu

5

25

mit

2

[WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation".

user-modeling contrastive-learning recommendation-system sequential-recommendation

Created 2023-01-17

24 commits to main branch, last one 11 months ago