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README.md

Examples

This is the list of available examples in the Jupyter Notebook format.

You can easily open them in Google Colab or launch them with Binder by clicking on the appropriate badge.

Template

You can start working with the template notebook.

Open in Colab Binder

Classification Example - Apple Price

In the ClassificationExample-ApplePrice notebook, there is an example of classification with Apple stock price data.

Open in Colab Binder

Regression Example - Temperature

The regression example shows the prediction of the next temperature value.

It contains three approaches:

  • prediction based on temperature values only,
  • prediction with added additional features,
  • prediction based on selected features in the previous step.

A table comparing the results is attached at the end.

Open in Colab Binder

Regression Example - Household Electric Power Consumption

The second regression example works with household electric power consumption data.

As in the example with temperature, three approaches of different complexity are evaluated.

Open in Colab Binder.