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k-diagram v1.4.0
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k-diagram v1.4.0

Documentation Contents:

  • Installation
  • Quick Start
  • Motivation and Background
  • User Guide
    • Visualizing Forecast Uncertainty
    • Visualizing Forecast Errors
    • Evaluating Probabilistic Forecasts
    • Model Comparison Visualization
    • Visualizing Relationships
    • Feature Importance Visualization
    • Evaluating Classification Models
    • Diagnosing Forecast Anomalies
    • Spatial Diagnostic Plots
    • Taylor Diagrams
    • Contextual Diagnostic Plots
    • Visualizing 1D Distributions
    • Specialized Forecasting Metrics
    • Forecast Utilities
    • Working with Quantile Data
    • Mathematical Utilities
    • Datasets
    • Case Study: Zhongshan Land Subsidence Uncertainty
  • Command-Line Interface (CLI)
    • Introduction - CLI
    • Context plots
    • Evaluation Plots
    • Comparison & Calibration
    • Taylor Diagram
    • Probabilistic Diagnostics
    • Uncertainty & Diagnostics
    • Relationship Commands
    • Error Diagnostics
    • Feature-Based Plots
  • Gallery
    • Uncertainty Visualizations
    • Error Visualizations
    • Probabilistic Diagnostics Gallery
    • Model Comparison Gallery
    • Relationship Visualization
    • Feature-Based Visualization Gallery
    • Anomaly Diagnostics Gallery
    • Spatial Diagnostic Plots Gallery
    • Model Evaluation Gallery
    • Taylor Diagrams
    • Contextual Diagnostic Plots
    • Histogram Gallery
  • 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.errors.plot_error_bands
    • kdiagram.plot.errors.plot_error_violins
    • kdiagram.plot.errors.plot_error_ellipses
    • kdiagram.plot.probabilistic.plot_pit_histogram
    • kdiagram.plot.probabilistic.plot_polar_sharpness
    • kdiagram.plot.probabilistic.plot_crps_comparison
    • kdiagram.plot.probabilistic.plot_credibility_bands
    • kdiagram.plot.probabilistic.plot_calibration_sharpness
    • kdiagram.plot.comparison.plot_model_comparison
    • kdiagram.plot.comparison.plot_reliability_diagram
    • kdiagram.plot.comparison.plot_polar_reliability
    • kdiagram.plot.comparison.plot_horizon_metrics
    • kdiagram.plot.relationship.plot_relationship
    • kdiagram.plot.relationship.plot_conditional_quantiles
    • kdiagram.plot.relationship.plot_error_relationship
    • kdiagram.plot.relationship.plot_residual_relationship
    • kdiagram.plot.feature_based.plot_feature_fingerprint
    • kdiagram.plot.feature_based.plot_feature_interaction
    • kdiagram.plot.feature_based.plot_fingerprint
    • kdiagram.plot.context.plot_time_series
    • kdiagram.plot.context.plot_scatter_correlation
    • kdiagram.plot.context.plot_error_distribution
    • kdiagram.plot.context.plot_qq
    • kdiagram.plot.context.plot_error_autocorrelation
    • kdiagram.plot.context.plot_error_pacf
    • kdiagram.plot.evaluation.plot_polar_roc
    • kdiagram.plot.evaluation.plot_polar_pr_curve
    • kdiagram.plot.evaluation.plot_polar_confusion_matrix
    • kdiagram.plot.evaluation.plot_polar_confusion_matrix_in
    • kdiagram.plot.evaluation.plot_polar_confusion_multiclass
    • kdiagram.plot.evaluation.plot_polar_classification_report
    • kdiagram.plot.evaluation.plot_pinball_loss
    • kdiagram.plot.evaluation.plot_regression_performance
    • kdiagram.plot.anomaly.plot_anomaly_severity
    • kdiagram.plot.anomaly.plot_anomaly_profile
    • kdiagram.plot.anomaly.plot_glyphs
    • kdiagram.plot.anomaly.plot_cas_layers
    • kdiagram.plot.anomaly.plot_cas_profile
    • kdiagram.plot.taylor_diagram.taylor_diagram
    • kdiagram.plot.taylor_diagram.plot_taylor_diagram_in
    • kdiagram.plot.taylor_diagram.plot_taylor_diagram
    • kdiagram.metrics.cluster_aware_severity_score
    • kdiagram.metrics.clustered_anomaly_severity
    • kdiagram.utils.bin_by_feature
    • kdiagram.utils.build_cdf_interpolator
    • kdiagram.utils.build_q_column_names
    • kdiagram.utils.calculate_calibration_error
    • kdiagram.utils.calculate_probabilistic_scores
    • kdiagram.utils.compute_coverage_score
    • kdiagram.utils.compute_crps
    • kdiagram.utils.compute_forecast_errors
    • kdiagram.utils.compute_interval_width
    • kdiagram.utils.compute_pinball_loss
    • kdiagram.utils.compute_pit
    • kdiagram.utils.compute_winkler_score
    • kdiagram.utils.detect_quantiles_in
    • kdiagram.utils.get_forecast_arrays
    • kdiagram.utils.melt_q_data
    • kdiagram.utils.minmax_scaler
    • kdiagram.utils.pivot_forecasts_long
    • kdiagram.utils.pivot_q_data
    • kdiagram.utils.plot_hist_kde
    • kdiagram.utils.reshape_quantile_data
    • kdiagram.utils.savefig
    • 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_regression_data
    • kdiagram.datasets.make_classification_data
    • kdiagram.datasets.make_taylor_data
    • kdiagram.datasets.make_uncertainty_data
  • Contributing
  • Code of Conduct
  • Citing k-diagram
  • Release Notes
    • Version 1.4.0
    • Version 1.3.5
    • Version 1.3.2
    • Version 1.3.0
    • Version 1.2.0
    • Version 1.1.0
    • Version 1.0.3
    • Version 1.0.0
  • Development Guide
  • License
  • Glossary
  • References
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