optbinning


Nameoptbinning JSON
Version 0.20.1 PyPI version JSON
download
home_pagehttps://github.com/guillermo-navas-palencia/optbinning
SummaryOptBinning: The Python Optimal Binning library
upload_time2025-02-23 17:42:34
maintainerNone
docs_urlNone
authorGuillermo Navas-Palencia
requires_python>=3.7
licenseApache Licence 2.0
keywords
VCS
bugtrack_url
requirements matplotlib numpy ortools pandas ropwr scikit-learn scipy
Travis-CI
coveralls test coverage No coveralls.
            
The optimal binning is the optimal discretization of a variable into bins
given a discrete or continuous numeric target. OptBinning is a library
written in Python implementing a rigorous and flexible mathematical
programming formulation to solving the optimal binning problem for a binary,
continuous and multiclass target type, incorporating constraints not
previously addressed.

Read the documentation at: http://gnpalencia.org/optbinning/

OptBinning is distributed under the Apache Software License (Apache 2.0).



            

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