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The Top 10 Factorization Machines Open Source Projects

Open source projects categorized as Factorization Machines
Categories  > Machine Learning  > Factorization Machines
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shenweichen/DeepCTR ⭐ 7,181
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
dependent packages 0 total releases 0 most recent commit over 2 years ago
PaddlePaddle/PaddleRec ⭐ 3,992
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等
dependent packages 0 total releases 0 most recent commit about 2 years ago
wnzhang/rtb-papers ⭐ 3,343
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
dependent packages 0 total releases 0 most recent commit over 2 years ago
wzhe06/Ad-papers ⭐ 3,009
Papers on Computational Advertising
dependent packages 0 total releases 0 most recent commit about 5 years ago
aksnzhy/xlearn ⭐ 3,000
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
dependent packages 0 total releases 0 most recent commit almost 4 years ago
shenweichen/DeepMatch ⭐ 1,906
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.
dependent packages 0 total releases 0 most recent commit about 3 years ago
wzhe06/SparrowRecSys ⭐ 1,634
A Deep Learning Recommender System
dependent packages 0 total releases 0 most recent commit about 4 years ago
ChenglongChen/tensorflow-DeepFM ⭐ 1,452
Tensorflow implementation of DeepFM for CTR prediction.
dependent packages 0 total releases 0 most recent commit almost 8 years ago
ZiyaoGeng/RecLearn ⭐ 1,406
Recommender Learning with Tensorflow2.x
dependent packages 0 total releases 0 most recent commit almost 4 years ago
srendle/libfm ⭐ 1,241
Library for factorization machines
dependent packages 0 total releases 0 most recent commit about 6 years ago
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