visualizations

Visualization providers for analysis pipeline.

This package contains specialized visualization implementations that generate plots and reports from evaluation data at different aggregation levels.

Submodules

openstef_beam.analysis.visualizations.base	Base classes for analysis visualization providers.
openstef_beam.analysis.visualizations.grouped_target_metric_visualization	Grouped target metric visualization provider.
openstef_beam.analysis.visualizations.precision_recall_curve_visualization	Precision-recall curve visualization provider.
openstef_beam.analysis.visualizations.quantile_calibration_box_visualization	Quantile calibration boxplot visualization provider.
openstef_beam.analysis.visualizations.quantile_probability_visualization	Quantile probability visualization provider.
openstef_beam.analysis.visualizations.summary_table_visualization	Summary table visualization module for displaying metrics in tabular format.
openstef_beam.analysis.visualizations.timeseries_visualization	Time series visualization provider.
openstef_beam.analysis.visualizations.windowed_metric_visualization	Windowed metric visualization provider.

Classes

GroupedTargetMetricVisualization(**data)	Creates bar charts and box plots for comparing metrics across targets and groups.
PrecisionRecallCurveVisualization(**data)	Creates precision-recall curves for evaluating binary classification performance.
QuantileCalibrationBoxVisualization(**data)	Creates boxplot visualization for quantile calibration across multiple targets.
QuantileProbabilityVisualization(**data)	Creates calibration plots comparing observed vs forecasted probabilities.
SummaryTableVisualization(**data)	Creates HTML tables summarizing evaluation metrics.
TimeSeriesVisualization(**data)	Creates interactive time series plots comparing forecasts with actual measurements.
VisualizationProvider(**data)	Abstract base class for creating visualizations from evaluation reports.
WindowedMetricVisualization(**data)	Creates time series plots showing metric evolution across evaluation windows.