Search Results - RepositoryStats

Ad-papers wzhe06

1.2k

4.2k

mit

349

Papers on Computational Advertising

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

Created 2016-08-07

110 commits to master branch, last one 3 years ago

RecBole RUCAIBox

618

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 3 months ago

tensorflow-DeepFM ChenglongChen

808

2.0k

mit

67

Tensorflow implementation of DeepFM for CTR prediction.

ctr deepfm deep-ctr ctr-prediction click-through-rate factorization-machine

Created 2017-11-11

10 commits to master branch, last one 6 years ago

RecSys mJackie

437

2.0k

unknown

70

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

ctr ctr-prediction machine-learning recommender-system recommendation-system

Created 2019-03-08

32 commits to master branch, last one 5 years ago

RecLearn ZiyaoGeng

495

1.9k

mit

35

Recommender Learning with Tensorflow2.x

fm afm dcn ffm ncf nfm pnn criteo deepfm python3 xdeepfm widedeep deepcross tensorflow2 ctr-prediction neural-network recommender-system matrix-factorization factorization-machine

Created 2020-03-29

49 commits to reclearn branch, last one 2 years ago

EasyRec alibaba

339

1.8k

apache-2.0

51

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

333 commits to master branch, last one a day ago

pytorch-fm rixwew

225

1.0k

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

FuxiCTR reczoo

164

975

apache-2.0

12

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

ctr cvr pytorch ctr-prediction recommender-systems

Created 2021-09-30

125 commits to main branch, last one 4 days ago

deep-ctr-prediction qiaoguan

278

920

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 5 years ago

SparkCTR wzhe06

260

907

apache-2.0

55

CTR prediction model based on spark(LR, GBDT, DNN)

scala spark spark-ml spark-mllib ctr-prediction machine-learning computational-advertising

Created 2017-03-16

40 commits to master branch, last one 4 years ago

tf_repos lambdaji

318

682

unknown

44

TensorFlow Script

din pnn deepfm tensorflow deep-learning wide-and-deep ctr-prediction multi-task-learning

Created 2018-01-06

39 commits to master branch, last one 6 years ago

DeepTables DataCanvasIO

118

674

apache-2.0

25

DeepTables: Deep-learning Toolkit for Tabular data

fm afm pnn fgcnn deepfm autoint fibinet xdeepfm dcn-model tabular-data deep-learning wide-and-deep ctr-prediction structured-data factorization-machines

Created 2020-03-20

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

mlgb UlionTse

26

593

apache-2.0

13

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

Created 2024-01-02

13 commits to main branch, last one 4 months 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

torch-rechub datawhalechina

77

434

mit

12

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

recsys pytorch ctr-prediction recommendation-system

Created 2022-05-12

114 commits to main branch, last one 7 months ago

CTR DSXiangLi

94

380

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

DeepFM_with_PyTorch chenxijun1029

100

379

unknown

5

A PyTorch implementation of DeepFM for CTR prediction problem.

deepfm pytorch ctr-prediction

Created 2018-08-16

19 commits to master branch, last one 4 years ago

BARS reczoo

57

361

apache-2.0

5

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 about a month ago

awesome-recommend-system-pretraining-papers archersama

27

322

unknown

8

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 8 months ago

uncertainty-calibration huangsg1

52

310

unknown

8

A collection of research and application papers of (uncertainty) calibration techniques.

papers advertising calibration ctr-prediction uncertainty-calibration

Created 2021-02-10

47 commits to main branch, last one 11 months ago

Multitask-Recommendation-Library easezyc

47

296

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 2 years ago

wide_deep Lapis-Hong

135

290

mit

11

Wide and Deep Learning for CTR Prediction in tensorflow

tensorflow wide-and-deep ctr-prediction

Created 2018-01-23

32 commits to master branch, last one 4 years ago

prediction-flow GitHub-HongweiZhang

52

250

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

RecStudio USTCLLM

23

180

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 2 months ago

rec_pangu HaSai666

19

157

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

RecBook reczoo

24

117

unknown

6

推荐系统修炼手册

ctr-prediction recommender-systems

Created 2018-09-08

172 commits to master branch, last one 2 years ago

Awesome-Recommender-System loserChen

19

84

unknown

6

The collection of papers about recommender system

paper awesome attention embeddings ctr-prediction rating-prediction poi-recommendation recommender-system social-recommendation collaborative-filtering

Created 2019-12-28

28 commits to master branch, last one 9 months ago

Fi_GNN CRIPAC-DIG

28

83

unknown

6

[CIKM 2019] Code and dataset for "Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction"

ctr-prediction graph-neural-networks

Created 2019-10-14

42 commits to master branch, last one 8 months ago

Django_web StrayCamel247

13

76

apache-2.0

2

✨ DJANGO3.1 网站，集成用户管理，文章博客管理，算法模型可视化系统等功能

ctr vue nginx nohup vuejs django python3 gunicorn markdown mdeditor bootstrap4 deeplearning service-nginx ctr-prediction django-project django-blogback machine-learning machine-learning-algorithms

Created 2019-02-19

129 commits to master branch, last one 3 years ago

Awesome-Cold-Start-Recommendation YuanchenBei

8

70

mit

1

A curated list of papers on cold-start recommendations.

cold-start user-modeling ctr-prediction recommendation cold-start-problem recommender-system collaborative-filtering

Created 2024-01-01

33 commits to main branch, last one 3 months ago