API reference

Generated from roxygen2 documentation (R CMD check enforces full coverage).

Pipeline

  • auto_ts() / auto_forecast() — full pipeline
  • analyze_ts() / diagnose_ts() — exploratory diagnostics
  • backtest(), compare_models(), select_model(), forecast_ts()
  • explain_forecast(), ts_dashboard(), export_*()

Diagnostics and features

  • detect_frequency(), detect_seasonality(), detect_outliers(), treat_outliers(), detect_change_points(), decompose_ts(), diagnose_residuals(), transform_ts(), make_ts_features()

Registry and catalog

  • register_model(), list_models(), describe_model(), available_models(), model_catalog(), compare_model_families(), model_status(), dl_capabilities()

Standalone modules

  • analyze_volatility(), var_forecast(), granger_causality(), reconcile(), run_benchmark()

v1.1.0 capabilities

  • pinball_loss(), quantile_intervals(), conformal_intervals(), predict_quantiles()
  • monitor_forecast(), online_init(), online_update()
  • ts_shiny(), export_pmml(), export_scorer(), onnx_available()
  • build_narrative_prompt(), llm_narrate()
  • fortify_forecast(), as_tsibble(), autoplot()

Interactive charts

  • has_plotly(), plotly_history(), plotly_forecast(), plotly_decomposition(), plotly_ranking(), plotly_residuals(), save_widget()