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k-diagram v1.2.0
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k-diagram v1.2.0

Documentation Contents:

  • Installation
  • Quick Start Guide
  • Motivation and Background
  • User Guide
    • Visualizing Forecast Uncertainty
    • Model Evaluation with Taylor Diagrams
    • Model Comparison Visualization
    • Feature Importance Visualization
    • Visualizing Relationships
    • Visualizing Forecast Errors
    • Visualizing 1D Distributions
    • Datasets
    • Utility Functions
    • Case Study: Zhongshan Land Subsidence Uncertainty
  • Command-Line Interface (CLI)
  • Gallery
    • Uncertainty Visualizations
    • Model Evaluation Gallery (Taylor Diagrams)
    • Model Comparison Gallery
    • Feature-Based Visualization Gallery
    • Relationship Visualization
    • Error Visualizations
    • Histogram Gallery
    • Utility Function Examples
  • API Reference
    • kdiagram.plot.uncertainty.plot_actual_vs_predicted
    • kdiagram.plot.uncertainty.plot_anomaly_magnitude
    • kdiagram.plot.uncertainty.plot_coverage
    • kdiagram.plot.uncertainty.plot_coverage_diagnostic
    • kdiagram.plot.uncertainty.plot_interval_consistency
    • kdiagram.plot.uncertainty.plot_interval_width
    • kdiagram.plot.uncertainty.plot_model_drift
    • kdiagram.plot.uncertainty.plot_temporal_uncertainty
    • kdiagram.plot.uncertainty.plot_uncertainty_drift
    • kdiagram.plot.uncertainty.plot_velocity
    • kdiagram.plot.uncertainty.plot_radial_density_ring
    • kdiagram.plot.uncertainty.plot_polar_heatmap
    • kdiagram.plot.uncertainty.plot_polar_quiver
    • kdiagram.plot.evaluation.taylor_diagram
    • kdiagram.plot.evaluation.plot_taylor_diagram_in
    • kdiagram.plot.evaluation.plot_taylor_diagram
    • kdiagram.plot.errors.plot_error_bands
    • kdiagram.plot.errors.plot_error_violins
    • kdiagram.plot.errors.plot_error_ellipses
    • kdiagram.plot.comparison.plot_model_comparison
    • kdiagram.plot.comparison.plot_reliability_diagram
    • kdiagram.plot.comparison.plot_horizon_metrics
    • kdiagram.plot.feature_based.plot_feature_fingerprint
    • kdiagram.plot.relationship.plot_relationship
    • kdiagram.utils.build_q_column_names
    • kdiagram.utils.detect_quantiles_in
    • kdiagram.utils.melt_q_data
    • kdiagram.utils.pivot_q_data
    • kdiagram.utils.reshape_quantile_data
    • kdiagram.utils.plot_hist_kde
    • kdiagram.datasets.load_uncertainty_data
    • kdiagram.datasets.load_zhongshan_subsidence
    • kdiagram.datasets.make_cyclical_data
    • kdiagram.datasets.make_fingerprint_data
    • kdiagram.datasets.make_multi_model_quantile_data
    • kdiagram.datasets.make_taylor_data
    • kdiagram.datasets.make_uncertainty_data
  • Contributing
  • Code of Conduct
  • Citing k-diagram
  • Release Notes
    • Version 1.2.0
    • Version 1.1.0
    • Version 1.0.3
    • Version 1.0.0
  • License
  • Glossary
  • References
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GalleryΒΆ

Welcome to the k-diagram example gallery!

This section provides practical, runnable examples demonstrating how to generate the various diagnostic plots and use the utility functions available in the package. Each example includes the necessary Python code and shows the resulting output (either a plot image or text output for utilities).

Browse through the sections below to see k-diagram in action.

Gallery Sections:

  • Uncertainty Visualizations
  • Model Evaluation Gallery (Taylor Diagrams)
  • Model Comparison Gallery
  • Feature-Based Visualization Gallery
  • Relationship Visualization
  • Error Visualizations
  • Histogram Gallery
  • Utility Function Examples
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Uncertainty Visualizations
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Command-Line Interface (CLI)
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