Hyperparameter Tuning for a Deep Learning Regression Problem Using Talos

This git repository shows a standard way to do several hyperparameter searches for a keras deep learning regression problem.

For this I'm using the great talos package (https://github.com/autonomio/talos).

Files

Talos_01.ipynb

Notebook to describe the process.

Talos_01.py

Python script running standardized talos experiments with random search.

Talos_02_Tree

Python script running standardized talos experiments with tree reduction method.