Forecast Engine

Predictive model suite for crypto markets. Data pre-processing with Polars for high-performance columnar processing, feature engineering with Numba JIT-compiled functions, Prophet models for trend/seasonality/residual decomposition. Rigorous cross-validation, calibrated confidence intervals, performance metrics and interactive Plotly visualizations. Configurable timeframes (daily, weekly, monthly) with forecast horizon up to 20 days. For quantitative research purposes only.

Technologies used