deepmatch 0.0.0

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

DeepMatch

DeepMatch is a deep matching model library for recommendations, advertising, and search. 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.fit()and model.predict() .

Let's Get Started!

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
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 ​

​ LeoCai ByteDance ​

​ ​ Yang Jieyu Zhejiang University ​

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