LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
docs/Makefile
docs/make.bat
docs/requirements.txt
docs/source/api.rst
docs/source/citing.rst
docs/source/code_of_conduct.rst
docs/source/conf.py
docs/source/contributing.rst
docs/source/development.rst
docs/source/glossary.rst
docs/source/index.rst
docs/source/installation.rst
docs/source/license.rst
docs/source/motivation.rst
docs/source/quickstart.rst
docs/source/references.rst
docs/source/_autosummary/anomaly/kdiagram.plot.anomaly.plot_anomaly_profile.rst
docs/source/_autosummary/anomaly/kdiagram.plot.anomaly.plot_anomaly_severity.rst
docs/source/_autosummary/anomaly/kdiagram.plot.anomaly.plot_cas_layers.rst
docs/source/_autosummary/anomaly/kdiagram.plot.anomaly.plot_cas_profile.rst
docs/source/_autosummary/anomaly/kdiagram.plot.anomaly.plot_glyphs.rst
docs/source/_autosummary/comparison/kdiagram.plot.comparison.plot_horizon_metrics.rst
docs/source/_autosummary/comparison/kdiagram.plot.comparison.plot_model_comparison.rst
docs/source/_autosummary/comparison/kdiagram.plot.comparison.plot_polar_reliability.rst
docs/source/_autosummary/comparison/kdiagram.plot.comparison.plot_reliability_diagram.rst
docs/source/_autosummary/context/kdiagram.plot.context.plot_error_autocorrelation.rst
docs/source/_autosummary/context/kdiagram.plot.context.plot_error_distribution.rst
docs/source/_autosummary/context/kdiagram.plot.context.plot_error_pacf.rst
docs/source/_autosummary/context/kdiagram.plot.context.plot_qq.rst
docs/source/_autosummary/context/kdiagram.plot.context.plot_scatter_correlation.rst
docs/source/_autosummary/context/kdiagram.plot.context.plot_time_series.rst
docs/source/_autosummary/datasets/kdiagram.datasets.load_uncertainty_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.load_zhongshan_subsidence.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_classification_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_cyclical_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_fingerprint_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_multi_model_quantile_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_regression_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_taylor_data.rst
docs/source/_autosummary/datasets/kdiagram.datasets.make_uncertainty_data.rst
docs/source/_autosummary/errors/kdiagram.plot.errors.plot_error_bands.rst
docs/source/_autosummary/errors/kdiagram.plot.errors.plot_error_ellipses.rst
docs/source/_autosummary/errors/kdiagram.plot.errors.plot_error_violins.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_pinball_loss.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_polar_classification_report.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_polar_confusion_matrix.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_polar_confusion_matrix_in.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_polar_confusion_multiclass.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_polar_pr_curve.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_polar_roc.rst
docs/source/_autosummary/evaluation/kdiagram.plot.evaluation.plot_regression_performance.rst
docs/source/_autosummary/feature_based/kdiagram.plot.feature_based.plot_feature_fingerprint.rst
docs/source/_autosummary/feature_based/kdiagram.plot.feature_based.plot_feature_interaction.rst
docs/source/_autosummary/feature_based/kdiagram.plot.feature_based.plot_fingerprint.rst
docs/source/_autosummary/metrics/kdiagram.metrics.cluster_aware_severity_score.rst
docs/source/_autosummary/metrics/kdiagram.metrics.clustered_anomaly_severity.rst
docs/source/_autosummary/probabilistic/kdiagram.plot.probabilistic.plot_calibration_sharpness.rst
docs/source/_autosummary/probabilistic/kdiagram.plot.probabilistic.plot_credibility_bands.rst
docs/source/_autosummary/probabilistic/kdiagram.plot.probabilistic.plot_crps_comparison.rst
docs/source/_autosummary/probabilistic/kdiagram.plot.probabilistic.plot_pit_histogram.rst
docs/source/_autosummary/probabilistic/kdiagram.plot.probabilistic.plot_polar_sharpness.rst
docs/source/_autosummary/relationship/kdiagram.plot.relationship.plot_conditional_quantiles.rst
docs/source/_autosummary/relationship/kdiagram.plot.relationship.plot_error_relationship.rst
docs/source/_autosummary/relationship/kdiagram.plot.relationship.plot_relationship.rst
docs/source/_autosummary/relationship/kdiagram.plot.relationship.plot_residual_relationship.rst
docs/source/_autosummary/taylor_diagram/kdiagram.plot.taylor_diagram.plot_taylor_diagram.rst
docs/source/_autosummary/taylor_diagram/kdiagram.plot.taylor_diagram.plot_taylor_diagram_in.rst
docs/source/_autosummary/taylor_diagram/kdiagram.plot.taylor_diagram.taylor_diagram.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_actual_vs_predicted.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_anomaly_magnitude.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_coverage.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_coverage_diagnostic.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_interval_consistency.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_interval_width.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_model_drift.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_polar_heatmap.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_polar_quiver.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_radial_density_ring.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_temporal_uncertainty.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_uncertainty_drift.rst
docs/source/_autosummary/uncertainty/kdiagram.plot.uncertainty.plot_velocity.rst
docs/source/_autosummary/utils/kdiagram.utils.bin_by_feature.rst
docs/source/_autosummary/utils/kdiagram.utils.build_cdf_interpolator.rst
docs/source/_autosummary/utils/kdiagram.utils.build_q_column_names.rst
docs/source/_autosummary/utils/kdiagram.utils.calculate_calibration_error.rst
docs/source/_autosummary/utils/kdiagram.utils.calculate_probabilistic_scores.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_coverage_score.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_crps.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_forecast_errors.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_interval_width.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_pinball_loss.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_pit.rst
docs/source/_autosummary/utils/kdiagram.utils.compute_winkler_score.rst
docs/source/_autosummary/utils/kdiagram.utils.detect_quantiles_in.rst
docs/source/_autosummary/utils/kdiagram.utils.get_forecast_arrays.rst
docs/source/_autosummary/utils/kdiagram.utils.melt_q_data.rst
docs/source/_autosummary/utils/kdiagram.utils.minmax_scaler.rst
docs/source/_autosummary/utils/kdiagram.utils.pivot_forecasts_long.rst
docs/source/_autosummary/utils/kdiagram.utils.pivot_q_data.rst
docs/source/_autosummary/utils/kdiagram.utils.plot_hist_kde.rst
docs/source/_autosummary/utils/kdiagram.utils.reshape_quantile_data.rst
docs/source/_autosummary/utils/kdiagram.utils.savefig.rst
docs/source/_static/hero_image.png
docs/source/_static/hero_image.svg
docs/source/_static/k_diagram.svg
docs/source/_static/logo.ico
docs/source/_static/logo_k_diagram.png
docs/source/_static/paper_fig1.png
docs/source/_static/paper_fig2.png
docs/source/_static/readme.png
docs/source/_static/readme_uncertainty_drift.svg
docs/source/_static/readme_uncertainty_drift_plot.png
docs/source/_static/css/custom.css
docs/source/_static/js/custom.js
docs/source/_static/previews/_coverage.png
docs/source/_static/previews/_fig1b.actual_vs_pred_2.png
docs/source/_static/previews/_none.png
docs/source/_static/previews/errors.png
docs/source/_static/previews/evaluation.png
docs/source/_static/previews/importance.png
docs/source/_static/previews/relationship.png
docs/source/_static/previews/uncertainty consistency.png
docs/source/_static/previews/uncertainty.png
docs/source/cli/comparison.rst
docs/source/cli/context.rst
docs/source/cli/errors.rst
docs/source/cli/evaluation.rst
docs/source/cli/feature_based.rst
docs/source/cli/index.rst
docs/source/cli/introduction.rst
docs/source/cli/probabilistic.rst
docs/source/cli/relationship.rst
docs/source/cli/taylor_diagram.rst
docs/source/cli/uncertainty.rst
docs/source/gallery/anomaly.rst
docs/source/gallery/comparison.rst
docs/source/gallery/context.rst
docs/source/gallery/errors.rst
docs/source/gallery/evaluation.rst
docs/source/gallery/feature_based.rst
docs/source/gallery/hist.rst
docs/source/gallery/index.rst
docs/source/gallery/probabilistic.rst
docs/source/gallery/relationship.rst
docs/source/gallery/taylor_diagram.rst
docs/source/gallery/uncertainty.rst
docs/source/release_notes/index.rst
docs/source/release_notes/v1.0.0.rst
docs/source/release_notes/v1.0.3.rst
docs/source/release_notes/v1.1.0.rst
docs/source/release_notes/v1.2.0.rst
docs/source/release_notes/v1.3.0.rst
docs/source/release_notes/v1.3.2.rst
docs/source/user_guide/anomaly.rst
docs/source/user_guide/case_history.rst
docs/source/user_guide/comparison.rst
docs/source/user_guide/context.rst
docs/source/user_guide/datasets.rst
docs/source/user_guide/errors.rst
docs/source/user_guide/evaluation.rst
docs/source/user_guide/feature_based.rst
docs/source/user_guide/forecast_utils.rst
docs/source/user_guide/hist.rst
docs/source/user_guide/index.rst
docs/source/user_guide/math_utils.rst
docs/source/user_guide/metric.rst
docs/source/user_guide/probabilistic.rst
docs/source/user_guide/quantile_utils.rst
docs/source/user_guide/relationship.rst
docs/source/user_guide/taylor_diagram.rst
docs/source/user_guide/uncertainty.rst
kdiagram/__init__.py
kdiagram/__main__.py
kdiagram/config.py
kdiagram/decorators.py
kdiagram/metrics.py
kdiagram/api/__init__.py
kdiagram/api/bunch.py
kdiagram/api/summary.py
kdiagram/api/typing.py
kdiagram/api/util.py
kdiagram/cli/__init__.py
kdiagram/cli/_utils.py
kdiagram/cli/plot_anomalies.py
kdiagram/cli/plot_comparison.py
kdiagram/cli/plot_cond_relationship.py
kdiagram/cli/plot_confusion_matrices.py
kdiagram/cli/plot_context_corr.py
kdiagram/cli/plot_context_err.py
kdiagram/cli/plot_coverages.py
kdiagram/cli/plot_credibility.py
kdiagram/cli/plot_drift.py
kdiagram/cli/plot_errors.py
kdiagram/cli/plot_eval_ext.py
kdiagram/cli/plot_eval_performance.py
kdiagram/cli/plot_eval_relationship.py
kdiagram/cli/plot_feature_based.py
kdiagram/cli/plot_fields.py
kdiagram/cli/plot_intervals.py
kdiagram/cli/plot_pr_roc.py
kdiagram/cli/plot_probs.py
kdiagram/cli/plot_reliability.py
kdiagram/cli/plot_sharpness.py
kdiagram/cli/plot_taylord.py
kdiagram/cli/plot_temporal.py
kdiagram/cli/plot_ts_analyses.py
kdiagram/cli/plot_velocities.py
kdiagram/cli/plot_vs.py
kdiagram/compat/__init__.py
kdiagram/compat/matplotlib.py
kdiagram/compat/numpy.py
kdiagram/compat/sklearn.py
kdiagram/core/__init__.py
kdiagram/core/_io_utils.py
kdiagram/core/io.py
kdiagram/core/property.py
kdiagram/datasets/__init__.py
kdiagram/datasets/_property.py
kdiagram/datasets/load.py
kdiagram/datasets/make.py
kdiagram/datasets/data/__init__.py
kdiagram/datasets/data/min_zhongshan.csv
kdiagram/plot/__init__.py
kdiagram/plot/_properties.py
kdiagram/plot/anomaly.py
kdiagram/plot/comparison.py
kdiagram/plot/context.py
kdiagram/plot/errors.py
kdiagram/plot/evaluation.py
kdiagram/plot/feature_based.py
kdiagram/plot/probabilistic.py
kdiagram/plot/relationship.py
kdiagram/plot/taylor_diagram.py
kdiagram/plot/uncertainty.py
kdiagram/utils/__init__.py
kdiagram/utils/_deps.py
kdiagram/utils/deps.py
kdiagram/utils/diagnose_q.py
kdiagram/utils/forecast_utils.py
kdiagram/utils/fs.py
kdiagram/utils/generic_utils.py
kdiagram/utils/handlers.py
kdiagram/utils/hist.py
kdiagram/utils/io.py
kdiagram/utils/mathext.py
kdiagram/utils/metric_utils.py
kdiagram/utils/plot.py
kdiagram/utils/q_utils.py
kdiagram/utils/validator.py