深度学习相关的模型训练、评估和预测相关代码
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DCN add steps to EvalSpec Dec 12, 2018
DIN add some sample data Dec 13, 2018
DUPN modify Dec 17, 2018
base-model add steps to EvalSpec Dec 12, 2018
bilinear first commit Jul 23, 2018
deepFM add steps to EvalSpec Dec 12, 2018
esmm add steps to EvalSpec Dec 12, 2018
esmm_ext modify Dec 17, 2018
image_embedding first commit Jul 23, 2018
telepath first commit Jul 23, 2018
test first commit Jul 23, 2018
wdl
word_cnn modify Aug 7, 2018
xlearning
youtube_match_model add new models Nov 30, 2018
README.md modify Dec 17, 2018

README.md

介绍

常用的深度学习模型训练、评估和预测相关代码,基于Tensorflow高阶API(Estimator)实现;尽量做到可读性和通用性较好。

部分模型子目录下有较详细的文档介绍!

关于其中某些模型的介绍,请参考文章《主流CTR预估模型的演化及对比》