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awesome-deep-learning-papers-for-search-recommendation-advertising icon awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

boost icon boost

Super-project for modularized Boost

deeplearning icon deeplearning

深度学习相关的模型训练、评估和预测相关代码

easyrec icon easyrec

A framework for large scale recommendation algorithms.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

folly icon folly

An open-source C++ library developed and used at Facebook.

ps-dnn icon ps-dnn

这是一个基于参数服务器(Parameter Server)PS-Lite的分布式深度学习训练和预测框架。This is a model training and prediction framework.1) It includes a complete set of processes such as sample generation, feature extraction, model training and prediction 2) It is lightweight, based on C++, and can be directly used for online business where tensorflow is too inconvenient 3)it suppo

recommender icon recommender

基于RFM和决策树模型构建专家推荐系统。融合了RFM模型和决策树模型,结合专业运营人员的业务经营,发掘潜在用户,进行推荐营销召回。

recsyspapers icon recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

toft icon toft

C++ Base Library for serverside development

towhee icon towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

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