Stop Using Grid Search! The Complete Practical Tutorial on Keras Tuner
Last Updated on July 25, 2023 by Editorial Team
Author(s): Konstantinos Poulinakis
Originally published on Towards AI.
Contents:
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Keras Tuner practical tutorial for automatic hyperparameter tuning of deep neural networks. An autoML tutorial.
Photo by Veri Ivanova on UnsplashIntroLoad dataBasics of Keras-TunerPutting it all together (code explanation)Execute the hyperparameter searchExtract and train the best modelBonus: Some Tips & TricksFinal thoughts
In this article, you will not only learn how to use KerasTuner but also some tricks that are not included in other tutorials, such as tuning parameters in each layer separately or tuning the learning rate in conjunction with the optimizer, which is not straightforward due to some limitations,… Read the full blog for free on Medium.
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