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Tools for machine learning model validation

Project description

pytest coverage report PyPi Version PyPI PyPI - Downloads



Probatus is a Python library that allows to analyse binary classification models as well as the data used to develop them. The main features assess the metric stability and analyse differences between two data samples e.g. shift between train and test splits.


In order to install probatus you need to use Python 3.6 or higher.

You can install probatus using pip:

pip install probatus

Alternatively you can fork/clone and run:

git clone
cd probatus
pip install .


Documentation can be found here.


To learn more about making a contribution to probatus, please see

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