guillermo-navas-palencia

guillermo-navas-palencia/optbinning

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

3 good first / help-wanted issues · Python · last activity Jul 15, 2026

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
3 Open Issues Need Help Last updated: Jul 15, 2026

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Add multiple graph option about 1 month 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
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
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