Shypd.aiThe largest open index of AI toolsdeep-ctr-prediction is an open-source Coding & Development tool that provides deep learning models for click-through rate (CTR) prediction. It offers implementations of various DNN models using TensorFlow Estimator for industrial applications.
Trending
About
deep-ctr-prediction is an open-source GitHub repository dedicated to deep learning models for click-through rate (CTR) prediction. It provides implementations of several popular deep neural network (DNN) models, including Wide & Deep, DeepFM, ESMM, Deep Interest Network, ResNet, xDeepFM, AFM, Transformer, and FiBiNET. The code is built using the TensorFlow Estimator API, ensuring compatibility with industrial-grade applications. It utilizes tfrecord format for data storage and the tf.Dataset API for accelerated I/O. A key feature is the separation of feature engineering and model definition, allowing users to easily modify input functions for feature engineering and model functions for model architecture. The repository also supports data storage in Hadoop, with options for local storage.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
