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A package implementing dataset alterations to test explainability methods for machine learning.

Project description

explainability-challenges

Testing

The test suite is executable via the pytest package. First, install pytest with

pip install pytest

Then, install the package locally for development purposes by running

pip install -e .

in the root directory of the project. Finally, run the test suite with

pytest

To run only fast tests, run

pytest -m "not slow"

OS-Specific Issue

For Windows devices, if the script hangs due to kaleido, run

pip uninstall kaleido
pip install kaleido==0.1.0.post1

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