Financial Forecasting and Predictive Modeling Framework

Build an advanced TypeScript platform for developing sophisticated financial forecasting models with support for multiple predictive techniques and comprehensive model management. Implement type-safe forecasting interfaces, develop modular machine learning model architectures, and create a flexible system for model training and evaluation. Include comprehensive performance tracking, model versioning, and support for various financial prediction scenarios.