API Reference

Complete API documentation for Risk-Kit components.

Core Models

• Models
  • Scorecard
  • Features
  • Buckets

Validation System

• Validation
  • Overview
  • Quick Example
  • Custom Validation Example
  • Registry Management
• API Reference
  • Registry
  • Base Classes
  • Built-in Validators

Scikit-learn Integration

• Estimators
  • ExpertScorecard

Quick Reference

Core Classes:

• ExpertScorecard - Main scorecard container (sklearn-compatible)

• NumericFeature - Numeric features with ranges

• ObjectFeature - Categorical features

• NumericBucket - Numeric value buckets

• ObjectBucket - Categorical value buckets

Validation:

• ValidatorRegistry - Validation management

• FeatureWeightValidator - Weight validation

• OverlapValidator - Bucket overlap detection

Scikit-learn:

• ExpertScorecard - Sklearn-compatible scorecard (native integration)