guillermo-navas-palencia

guillermo-navas-palencia/optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

531 stars 118 forks 531 watchers Python Apache License 2.0
batch-processing binning counterfactual-explanations credit-scoring mdlp optimization python scorecard stream streaming-data woe woebinning
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2 Open Issues Need Help Last updated: Jul 15, 2026

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Removing obsolete setup.py and adding pyproject.toml instead 11 days ago
enhancement good first issue
guillermo-navas-palencia/optbinning
531

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

Python
#batch-processing#binning#counterfactual-explanations#credit-scoring#mdlp#optimization#python#scorecard#stream#streaming-data#woe#woebinning
Modify check on split_digits to allow for negative numbers 9 months ago
enhancement good first issue
guillermo-navas-palencia/optbinning
531

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

Python
#batch-processing#binning#counterfactual-explanations#credit-scoring#mdlp#optimization#python#scorecard#stream#streaming-data#woe#woebinning