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Deep learning network for CTR : FM, DeepFM, PNN, NFM, DCN, Wide&Deep

Python 71.74% Perl 0.46% Shell 0.41% Jupyter Notebook 27.39%

recommendation_system's Introduction

Recommendation_System & CTR

20190610 FM: Factorization Machines

20190624/26 DeepFM & its pipeline

20190708/09 PNN network

20190722 surprise library jupyter

20190723 PNN MAIN pipeline

20190726 Basic collaborative_class_wrapper

20190905 SVD (tf version)

20190912 FM (edit version. wrapper in class)

20190925 RE-ID (Joint Loss function in other repo)

20190926 NFM

20190926 Deep & Cross Network : x(l + 1) = x0 * x(l)^T * w(l) + b(l) + x(l)

20200206 MMR (Maximal Marginal Relevance)

20200207 AFM Model

20200208 Wide And Deep Model

20200209 Dice part of Deep Interest Network

20200210 Attention part of Deep Interest Network

recommendation_system's People

Contributors

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