Keras Tuner - An hyperparameter Tuner For Keras.
Ever wondered on how to get the Best Tensorflow Model?
We know that in order to get the most optimal model, many inter-dependent parameters need to be tuned. But what if hyper tuning was as easy as 1, 2, 3?
Well, The Official hyper-parameter tuning library for Keras has finally dropped in order to help you do the same!
But what is Keras tuner and what are its requirements?
Keras Tuner is a hyperparameter tuner for Keras, specifically for tf.keras with Tensorflow 2.0.
And the Main Requirements for the Keras Tuner are:
TensorFlow 2.0 Beta
Why has Keras Tuner been created?
Keras Tuner is a framework that is mainly designed for:
Hypertuner algorithm creators
Even though it is in its early stages, it still provides a simple way to do hyperparameter tuning in Keras.
Given above is just basic information regarding the same. For in-depth details, refer to the links below:
Source and information: GitHub
Teaser Slides from Google I/O 2019: Click Here