problexity 0.3.0

The problexity module is a ....

problexity

The problexity module is an open-source python library containing the implementation of measures describing the complexity of the classification problem. The package contains a ComplexityCalculator model, allowing the calculation and visualization of problem complexity measures.

Citation policy

If you use problexity in a scientific publication, I would appreciate citation to the following paper:

@article{komorniczak2022complexity,
  title={problexity--open-source Python library for measuring classification complexity},
  author={Komorniczak, Joanna and Wojciechowski, Szymon and Ksieniewicz, Pawel},
  journal={arXiv preprint arXiv:XXXX.YYYYY},
  year={2022}
}

Quick start guide

Installation

To use the problexity package, it will be absolutely useful to install it. Fortunately, it is available in the PyPI repository, so you may install it using pip:

pip3 install -U problexity

You can also install the module cloned from Github using the setup.py file if you have a strange, but perhaps legitimate need:

git clone https://github.com/w4k2/problexity.git
cd problexity
make install

Usage

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