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Deep matching model library for recommendations, advertising. It's easy to train models and to **export representation vectors** for user and item which can be used for **ANN search**.

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DeepMatch is a deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.You can use any complex model with model.predict() .

Let's Get Started! or Run examples !

Models List

Model Paper
FM [ICDM 2010]Factorization Machines
DSSM [CIKM 2013]Deep Structured Semantic Models for Web Search using Clickthrough Data
YoutubeDNN [RecSys 2016]Deep Neural Networks for YouTube Recommendations
NCF [WWW 2017]Neural Collaborative Filtering
SDM [CIKM 2019]SDM: Sequential Deep Matching Model for Online Large-scale Recommender System
MIND [CIKM 2019]Multi-interest network with dynamic routing for recommendation at Tmall

Contributors(welcome to join us!)

Shen Weichen

Alibaba Group

Wang Zhe

Jingdong Group



Yang Jieyu

Zhejiang University


Please follow our wechat to join group:

  • 公众号:浅梦的学习笔记

  • wechat ID: deepctrbot


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