Machine Learning Handbook

This repository contains the source files of the Machine Learning Handbook, an interactive book containing explanations and Python-based demonstrations for various Machine Learning concepts, techniques and tools.

The book content is written as Jupyter Notebooks.

HTML output is generated by Jupyter Book.

Development notes

Generating HTML output

Execute the following command in the root folder of the book.

jupyter-book build .

Exporting a notebook to a PDF file

Use nbconvert in the same directory as the source file:

jupyter nbconvert --to PDF <chapter_file_name>.ipynb

For now, GIF files must be replaced by their PNG counterparts before launching the conversion process.