Index

A

adversarial_group_calibration() (in module uncertainty_toolbox.metrics_calibration)

assert_is_flat_same_shape() (in module uncertainty_toolbox.utils) assert_is_positive() (in module uncertainty_toolbox.utils)

C

check_score() (in module uncertainty_toolbox.metrics_scoring_rule)

crps_gaussian() (in module uncertainty_toolbox.metrics_scoring_rule)

F

filter_subset() (in module uncertainty_toolbox.viz)

G

get_all_accuracy_metrics() (in module uncertainty_toolbox.metrics) get_all_adversarial_group_calibration() (in module uncertainty_toolbox.metrics) get_all_average_calibration() (in module uncertainty_toolbox.metrics) get_all_metrics() (in module uncertainty_toolbox.metrics) get_all_scoring_rule_metrics() (in module uncertainty_toolbox.metrics) get_all_sharpness_metrics() (in module uncertainty_toolbox.metrics) get_interval_recalibrator() (in module uncertainty_toolbox.recalibration) get_prediction_interval() (in module uncertainty_toolbox.metrics_calibration)

get_proportion_in_interval() (in module uncertainty_toolbox.metrics_calibration) get_proportion_lists() (in module uncertainty_toolbox.metrics_calibration) get_proportion_lists_vectorized() (in module uncertainty_toolbox.metrics_calibration) get_proportion_under_quantile() (in module uncertainty_toolbox.metrics_calibration) get_q_idx() (in module uncertainty_toolbox.recalibration) get_quantile() (in module uncertainty_toolbox.metrics_calibration) get_quantile_recalibrator() (in module uncertainty_toolbox.recalibration) get_std_recalibrator() (in module uncertainty_toolbox.recalibration)

I

interval_score() (in module uncertainty_toolbox.metrics_scoring_rule)

iso_recal() (in module uncertainty_toolbox.recalibration)

M

mean_absolute_calibration_error() (in module uncertainty_toolbox.metrics_calibration) miscalibration_area() (in module uncertainty_toolbox.metrics_calibration) module uncertainty_toolbox.data uncertainty_toolbox.metrics uncertainty_toolbox.metrics_accuracy uncertainty_toolbox.metrics_calibration uncertainty_toolbox.metrics_scoring_rule uncertainty_toolbox.recalibration uncertainty_toolbox.utils uncertainty_toolbox.viz

N

nll_gaussian() (in module uncertainty_toolbox.metrics_scoring_rule)

O

optimize_recalibration_ratio() (in module uncertainty_toolbox.recalibration)

P

plot_adversarial_group_calibration() (in module uncertainty_toolbox.viz) plot_calibration() (in module uncertainty_toolbox.viz) plot_intervals() (in module uncertainty_toolbox.viz) plot_intervals_ordered() (in module uncertainty_toolbox.viz)

plot_residuals_vs_stds() (in module uncertainty_toolbox.viz) plot_sharpness() (in module uncertainty_toolbox.viz) plot_xy() (in module uncertainty_toolbox.viz) prediction_error_metrics() (in module uncertainty_toolbox.metrics_accuracy)

R

root_mean_squared_calibration_error() (in module uncertainty_toolbox.metrics_calibration)

S

save_figure() (in module uncertainty_toolbox.viz) set_style() (in module uncertainty_toolbox.viz)

sharpness() (in module uncertainty_toolbox.metrics_calibration) synthetic_arange_random() (in module uncertainty_toolbox.data) synthetic_sine_heteroscedastic() (in module uncertainty_toolbox.data)

U

uncertainty_toolbox.data module uncertainty_toolbox.metrics module uncertainty_toolbox.metrics_accuracy module uncertainty_toolbox.metrics_calibration module

uncertainty_toolbox.metrics_scoring_rule module uncertainty_toolbox.recalibration module uncertainty_toolbox.utils module uncertainty_toolbox.viz module update_rc() (in module uncertainty_toolbox.viz)