Scale a variable into an open interval (0,1) whereas values within a given lower and upper percentile maintain a linear relation, and outlier saturate towards the interval limits.
This scaling functions was developed with ratio-scale data in mind (i.e. it has a natural zero value).
The pctl_scale git repo is available as PyPi package
pip install pctl_scale
Check the examples folder for notebooks.
- Check syntax:
flake8 --ignore=F401 - Run Unit Tests:
python -W ignore -m unittest discover - Remove
.pycfiles:find . -type f -name "*.pyc" | xargs rm - Remove
__pycache__folders:find . -type d -name "__pycache__" | xargs rm -rf - Upload to PyPi with twine:
python setup.py sdist && twine upload -r pypi dist/*
- Notebooks to profile python code are in the profile folder
Please open an issue for support.
Please contribute using Github Flow. Create a branch, add commits, and open a pull request.