I am working on a new Julia machine learning package. What I have now is a pure Julia implementation of XGBoost in < 500 lines of code:
It seems to be as fast as original XGBoost but easier to use and with a smaller memory footprint. But don’t take my word for it:) See Readme for example usage with 10M obs airline dataset.
I am looking for feedback, testers, contributors etc