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Python Machine Learning Regression Example: Life Expectancy

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pyml-regression-example1

Example from Chapter 1 of the book Hands-on Machine Learning with Scikit-Learn, Keras and TensorFlow. This example illustrates regression techniques.

Installation from Git source

$ python -m venv .venv
$ source .venv/bin/activate
$ pip install .

or if you plan to change the source code, install for development like this:

$ uv venv
$ uv sync   # Install dependencies
$ source .venv/bin/activate
$ source shell_completion/bash.sh   # optionally enable shell completions

Then, test the installed script:

$ life-expectancy --help
# Test a sub command, e.g. download-data
$ life-expectancy download-data

For more information, see the documentation.

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