Tutorial on Machine Learning, Part 2

This tutorial, given at the Machine Learning for Heliophysics Conference (conference website: https://ml-helio.github.io/) in Amsterdam on 18 September 2019, covers the following topics:

• resources for machine learning in heliophysics and astrophysics,
• open source software for machine learning, parallel computing, and heliophysics, and
• best practices for scientific reproducibility (how to publish research code and how to publish open source software).