Shypd.aiThe largest open index of AI toolsSparrowRecSys is a deep learning recommender system that provides a comprehensive framework for building movie recommendation engines. It integrates TensorFlow, Spark, and Jetty Server for offline data processing, model training, and online serving.
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SparrowRecSys is a deep learning recommender system designed for building movie recommendation engines. Named "SparrowRecSys" (meaning "sparrow though small, it has all the vital organs"), this Maven-based project offers a complete architecture for recommendation systems. It incorporates TensorFlow for deep learning models, Spark for offline data processing, and a Jetty Server for online model serving. The system supports various deep learning models including Word2vec, DeepWalk, Wide&Deep, DeepFM, and DIN. It's an excellent resource for learning and implementing industrial-grade deep learning recommendation systems, covering model structure, training, feature engineering, evaluation, and online deployment.
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