I am working on a solution for Python that will not require julia and julicall and will not incur compilation costs each time the program is run. Meanwhile, Python users can run HTBoost via juliacall, as explained here:
The following tutorial provides an introduction to the main functions of HTBoost:
For many more tutorials and examples, see Julia tutorials and Julia examples, using the guidelines in Installation and use in Python to adapt the code to Python.