ML Testing

The goal of this module is to create a flexible and easy to use module for testing machine learning models, specifically those in scikit-learn.

The tests will be readable enough that anyone can extend them to other frameworks and APIs with the major notions kept the same, but more or less the ideas will be extended, no work will be taken in this library to extend passed the scikit-learn API.

You can read the docs for a more detailed explaination.

Documentation Status CircleCI Version Number Downloads Per Month codecov

Tests Covered

Possible Issues

Some known issues with this, any machine learning tests are going to require human interaction because of type 1 and type 2 error for statistical tests. Additionally, one simply needs to interrogate models from a lot of angles. It can't be from just one angle. So please use with care!

Future Features