# Component Capability Map

**Project**: finance-bp-050--skorecard
**Scan date**: 2026-04-22
**Stats**: {'total_files': 9, 'total_classes': 18, 'total_functions': 0, 'total_stages': 9}

## Modules (9)

- [data_preparation](components/data_preparation.md): 2 classes
- [feature_pre-bucketing_(optional)](components/feature_pre-bucketing_-optional.md): 2 classes
- [feature_bucketing_/_binning](components/feature_bucketing_-_binning.md): 2 classes
- [weight_of_evidence_(woe)_encoding](components/weight_of_evidence_-woe-_encoding.md): 2 classes
- [feature_selection](components/feature_selection.md): 2 classes
- [logistic_regression_model_training](components/logistic_regression_model_training.md): 2 classes
- [scorecard_rescaling](components/scorecard_rescaling.md): 2 classes
- [validation_and_reporting](components/validation_and_reporting.md): 2 classes
- [model_deployment](components/model_deployment.md): 2 classes