Advanced Credit Scoring Machine Learning API

Create a Laravel-based credit scoring API that integrates machine learning models for dynamic risk assessment. Develop a flexible scoring system that can incorporate multiple data sources, including traditional credit history and alternative data points. Implement a modular machine learning pipeline supporting multiple scoring algorithms, with real-time model retraining capabilities. Include comprehensive explainability features that can generate detailed credit decision rationales.