Tutorial Grid Search

This repository contains the code, data and images used in the article published in Towards Data Science: https://towardsdatascience.com/grid-search-in-python-from-scratch-hyperparameter-tuning-3cca8443727b

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Contents

• grid_search.py: main program with the implementation of the grid search, plus plots of data and hyperparameter exploration.

• Figures: directory containing the images used in the post.

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Prerequisites

The necessary packages (with the tested versions with Python 3.8.5) are specified in the file requirements.txt. These packages can be installed with pip:

pip3 install -r requirements.txt

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License and copyright

© Marcos del Cueto Cordones

Licensed under the MIT License.