Daniel Pink wrote that the things that motivate people are autonomy, mastery, and purpose. These are the 3 golden pillars of open-source and it highlights what we believe to be the strongest motivation for people to contribute. I add the extra theme: It’s all about reputation and building one.

This provides you with purpose, you’re making a difference in the world and people are noticing you. It takes time to plan out the tools that you want to work on (autonomy) and in order to do so – you will need to stretch your skills and learn how to write production-level code (mastery) that thousands of quants will use every day (reputation).

In the last 4 months the research team has been focused on wrapping up the final chapters of Advances in Financial Machine Learning as well as a few extra papers from the Journal of Financial Data Science. We are very excited that 2020 comes with the release of 3 new financial machine learning textbooks which promise many rewarding tools.