Build Test Suites for ML Models & Data with Deepchecks
https://github.com/deepchecks/deepchecks
Deepchecks is an open-source package for Machine Learning validation. Our Open Source is a python library for data scientists and ML engineers. The package includes extensive test suites for machine learning models and data, built in a way that’s flexible, extendable and editable.
How Does It Work?
Suites are composed of checks. Each check contains outputs to display in a notebook and/or conditions with a pass/fail output.
- Conditions can be added or removed from a check;
- Checks can be edited or added/removed to a suite;
- Suites can be created from scratch or forked from an existing suite.