11 results found Sort:

shenweichen
DeepCTR shenweichen
2.2k
7.6k
apache-2.0
178
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
ctr din ffm mlr nfm ple dien esmm mmoe fgcnn deepfm autoint xdeepfm deepcross deep-learning recommendation click-through-rate deepinterestnetwork factorization-machines deepinterestevolutionnetwork
Created 2017-10-07
133 commits to master branch, last one about a year ago
ZiyaoGeng
RecLearn ZiyaoGeng
491
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
rixwew
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
AmazingDD
daisyRec AmazingDD
85
546
mit
13
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 3 months ago
huangjunheng
recommendation_model huangjunheng
120
544
unknown
4
练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等
fm mf afm afn dcn nfm onn ple dcap mmoe dcnv2 deepfm autoint fibinet pytorch deepconn widedeep
Created 2020-07-05
60 commits to master branch, last one 2 years ago
DSXiangLi
CTR DSXiangLi
94
376
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
sisinflab
elliot sisinflab
49
274
apache-2.0
13
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
tangxyw
RecAlgorithm tangxyw
46
186
bsd-2-clause
7
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 about a year ago
QikaiXu
Recommender-System-Pytorch QikaiXu
30
158
unknown
3
基于 Pytorch 实现推荐系统相关的算法
fm lr afm dcn din ffm fnn lfm mlr nfm pnn dien deepfm gbdt-lr pytorch neural-cf wide-deep deep-crossing recommender-system
Created 2021-07-10
5 commits to main branch, last one 2 years ago
Hirosora
LightCTR Hirosora
27
103
unknown
6
LightCTR is a tensorflow 2.0 based, extensible toolbox for building CTR/CVR predicting models.
afm ctr cvr fnn mlr nfm pnn tf2 ccpm nffm fgcnn deepfm autoint fibinet xdeepfm tensorflow wide-and-deep deep-and-cross convertion-rate click-through-rate
Created 2019-07-28
15 commits to master branch, last one 5 years ago
shawroad
DeepCTR-pytorch shawroad
20
64
apache-2.0
3
Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.
fm nfm pnn deepfm autoint xdeepfm widedeep deepcorss
Created 2020-12-14
29 commits to main branch, last one 3 months ago