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AutoKeras An AutoML Library for Deep Learning
AutoKeras is a machine learning library that automates the process of building and training deep learning models, making it accessible to both novice and advanced users. The authors describe the library's design, functionality, and architecture, highlighting its ability to handle various data types and tasks, including image classification, text processing, and structured data analysis. The library's search algorithm utilizes predefined configurations to guide the model selection and hyperparameter optimization process, ensuring efficient and robust performance. AutoKeras is built upon the popular Keras and TensorFlow frameworks, enabling seamless integration and deployment in production environments.
Get the document here: https://www.jmlr.org/papers/volume24/20-1355/20-1355.pdf
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