I like this library but it needs some modifications to be good.

[Jason]

1. test functions should be in the test folder.
2. perhaps using pycall to test against scikit-learn is a better option, although some of the stuff there is buggy as well.
3. I would implement a core concept module and have other modules extend functions from this module.