⛩ Machine Learning Katas

This project is being phased out and replaced by ainotes.

This repository contains the source files for the Machine Learning Katas, a series of challenges for practicing your Machine Learning and Deep Learning skills.

Usage

The katas are mostly self-correcting Jupyter Notebooks that can be executed either:

• online, by accessing the katas website.

• locally, by cloning or downloading this repository then spinning up a Jupyter notebook server on your local machine.

Development notes

Adding katas

The katas are generated by nbgrader from completed versions that live in a separate, private repository.

Generating the site

The website is generated by Jupyter Book. After installing it, execute the following command in the root folder to generate the HTML output in the _build subdirectory:

jupyter-book build .

A GitHub action is used to publish this output as a website.