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Plotting

Visualization functions with a clean, minimalist style. All functions are called internally by :meth:`DLM.plot() <dynaris.dlm.api.DLM.plot>` but can also be used standalone.

plot_filtered --- observed data with filtered state overlay
plot_smoothed --- smoothed state estimates with confidence bands
plot_components --- decomposition into individual state components
plot_forecast --- forecast fan chart with historical context
plot_diagnostics --- QQ-plot, ACF, and histogram of residuals

.. autofunction:: dynaris.plotting.plots.plot_filtered

.. autofunction:: dynaris.plotting.plots.plot_smoothed

.. autofunction:: dynaris.plotting.plots.plot_components

.. autofunction:: dynaris.plotting.plots.plot_forecast

.. autofunction:: dynaris.plotting.plots.plot_diagnostics