Chemotools

__What's new? 🎉🎉__

- New preprocessing added for baseline correction. It is called assymetrically reweighted penalized least squares (ArPls()). The current implementation in based on the following work:

Sung-June Baek a, Aaron Park *a, Young-Jin Ahn a and Jaebum Choo, Baseline correction using asymmetrically reweighted penalized least squares smoothing

__Improvements ✨✨__

__Bug fixes 🐛🐛__

__What's new? 🎉🎉__

- Enable set_ouput() API for chemotools following the scikit-learn guide: https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html

When set_output(transform="pandas") the method will return a pandas.DataFrame instrad of a numpy.ndarray.

__Improvements ✨✨__

__Bug fixes 🐛🐛__

Improve performance in whitakker filter and airpls by using sparse alegebra

what is new?

RangeCutByIndex() and RangeCutByWavenumbers() are now merged into a single method RangeCut()

✨✨ ConstantBaselineCorrection() is now added

✨ RangeCutByWavenumber has been included to the family of preprocessing tools.