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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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