Provide feature relevance scores fo clustering using various explanation methods.
Clusterxplain can be easily installed via pip:
pip install clusterxplain
The source coe is available at: https://github.com/AlexF1994/cluster-explain
The official documentation can be found on https://cluster-explain.readthedocs.io/en/latest/index.html.
But you can also jump right to the quickstart notebook.
All contributions, bug reports, bug fixes, documentation improvements, enhancements, ideas etc. are very welcome.
Before contributing, please set up the pre-commit hooks to reduce errors and ensure consistency
pip install -U pre-commit
pre-commit install
We use pytest as test framework. To execute the tests, please run
poetry run pytest tests
To run the tests with coverage information, please use
poetry run pytest tests --cov=src --cov-report=xml
and have a look at the htmlcov folder, after the tests are done.
Alexander Fottner (alexander.fottner@uni-a.de)