//! Time Series Forecast Demo for `RustyTorch`++
//!
//! This crate provides a demo interface for time series forecasting using
//! various models from rtx-timeseries including ARIMA, Prophet, and Transformer.
//!
//! # Features
//!
//! - Multiple model types (ARIMA, SARIMA, Prophet, etc.)
//! - Sample datasets for experimentation
//! - Confidence intervals and forecast components
//! - Performance metrics (AIC, BIC, RMSE, etc.)

mod error;
mod forecaster;
mod sample_data;

pub use error::{ForecastError, Result};
pub use forecaster::TimeSeriesForecaster;
pub use sample_data::{SAMPLE_DATASETS, generate_sample_data};
pub use timeseries_shared::{
    ArimaConfig, DataPoint, FitMetrics, ForecastComponents, ForecastConfig, ForecastResult,
    ForecasterStatus, ModelType, ProphetConfig, SampleDataset, SarimaConfig, TimeSeriesData,
};