openstef_beam.analysis#

Turns evaluation results into visualizations and reports for decision making.

Numbers and metrics are hard to interpret. This module creates charts, plots, and summary reports that help you understand model performance and make decisions about which models to deploy. It automatically generates the visualizations most relevant for energy forecasting operations.

What you get:

  • Performance charts: See how models compare across different metrics

  • Time series plots: Visualize predictions vs actual load over time

  • Error analysis: Understand when and why models make mistakes

  • Comparison reports: Side-by-side model performance analysis

Classes#

AnalysisConfig(**data)

Configuration for the analytics pipeline.

AnalysisOutput(**data)

Container for analysis results from the benchmarking pipeline.

AnalysisPipeline(config)

Orchestrates the generation of visualizations from evaluation reports.

AnalysisScope(**data)

Defines the scope context for analysis operations.

VisualizationOutput(name[, figure, html])

A generated visualization from evaluation data.