GitHub - Penistrong/CinemaChainPlatform: Graduation Project About Recommender System

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Graduation Project About Recommender System

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Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
.mvn/wrapper		.mvn/wrapper
PySparkRecModel/src/com/penistrong/CinemaChainPlatform/offline/pyspark		PySparkRecModel/src/com/penistrong/CinemaChainPlatform/offline/pyspark
TFRecModel/src/com/penistrong/CinemaChainPlatform/offline		TFRecModel/src/com/penistrong/CinemaChainPlatform/offline
src		src
.gitignore		.gitignore
README.md		README.md
mvnw		mvnw
mvnw.cmd		mvnw.cmd
pom.xml		pom.xml

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基于DNN的电影院线平台

使用Spark离线处理MovieLens数据集
使用Flink准实时处理基于上下文的用户行为特征向量组合
实现NeuralCF, Wide&Deep, Embedding MLP, DeepFM, DIN等成熟深度学习模型，利用TFserving部署
服务端SpringBoot+Thymeleaf，前端使用Vue+ElementsUI开发

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