Index

_

__init__() (toad.Plotter method) (toad.TOAD method)

A

add_labels (toad.plotting.MapStyle attribute) add_shift_blob() (in module toad.utils.synthetic_data) add_xyz_coords() (in module toad.utils.synthetic_data) aggregate (toad.TOAD property) aggregate_cluster_scores() (toad.postprocessing.stats.general.GeneralStats method) (toad.postprocessing.stats.GeneralStats method) Aggregation (class in toad.postprocessing) (class in toad.postprocessing.aggregation)

all_stats() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) apply_cluster_mask() (toad.TOAD method) apply_cluster_mask_spatial() (toad.TOAD method) apply_cluster_mask_temporal() (toad.TOAD method) ASDETECT (class in toad.shifts) (class in toad.shifts.methods.asdetect)

B

base_vars (toad.TOAD property) BaseRegridder (class in toad.regridding.base)

border_linewidth (toad.plotting.MapStyle attribute) borders (toad.plotting.MapStyle attribute)

C

central_point_for_labeling() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) cluster_consensus() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) cluster_consistency() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) cluster_map() (toad.Plotter method) (toad.plotting.Plotter method) cluster_occurrence_rate() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) cluster_overview() (toad.Plotter method) (toad.plotting.Plotter method) cluster_vars (toad.TOAD property) cluster_vars_for_var() (toad.TOAD method) coastline_linewidth (toad.plotting.MapStyle attribute) combined_spatial_nonlinearity() (in module toad.clustering) (in module toad.clustering.optimizing)

compute_clusters() (in module toad) (in module toad.clustering) (toad.TOAD method) compute_gradients_from_segments() (in module toad.shifts.methods.asdetect) compute_shifts() (in module toad) (in module toad.shifts) (toad.TOAD method) compute_transition_time() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) construct_detection_ts() (in module toad.shifts.methods.asdetect) continent_shading (toad.plotting.MapStyle attribute) continent_shading_color (toad.plotting.MapStyle attribute) contour_linewidth (toad.plotting.MapStyle attribute) convert_numeric_to_original_time() (in module toad.utils) convert_time_to_seconds() (in module toad.utils) create_global_dataset() (in module toad.utils) (in module toad.utils.synthetic_data)

D

data (toad.TOAD attribute) default_opt_params (in module toad.clustering.optimizing) deprecated() (in module toad.utils) detect_latlon_names() (in module toad.utils)

duration() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) duration_timesteps() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

E

end() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

end_timestep() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) extent (toad.plotting.MapStyle attribute)

F

fit_predict() (toad.shifts.ASDETECT method) (toad.shifts.methods.asdetect.ASDETECT method) (toad.shifts.methods.base.ShiftsMethod method) (toad.shifts.ShiftsMethod method) footprint_cumulative_area() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method)

footprint_mean() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) footprint_median() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) footprint_std() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method)

G

general (toad.postprocessing.Stats property) (toad.postprocessing.stats.Stats property) GeneralStats (class in toad.postprocessing.stats) (class in toad.postprocessing.stats.general) get_active_clusters_count_per_timestep() (toad.TOAD method) get_base_var() (toad.TOAD method) get_cluster_counts() (toad.TOAD method) get_cluster_data() (toad.TOAD method) get_cluster_density_spatial() (toad.TOAD method) get_cluster_density_temporal() (toad.TOAD method) get_cluster_ids() (toad.TOAD method) get_cluster_mask() (toad.TOAD method) get_cluster_mask_permanent() (toad.TOAD method) get_cluster_mask_permanent_noise() (toad.TOAD method)

get_cluster_mask_spatial() (toad.TOAD method) get_cluster_mask_temporal() (toad.TOAD method) get_cluster_timeseries() (toad.TOAD method) get_clusters() (toad.TOAD method) get_gradients_double() (in module toad.shifts.methods.asdetect) get_shifts() (toad.TOAD method) get_space_dims() (in module toad.utils) get_unique_variable_name() (in module toad.utils) grid_alpha (toad.plotting.MapStyle attribute) grid_color (toad.plotting.MapStyle attribute) grid_labels (toad.plotting.MapStyle attribute) grid_lines (toad.plotting.MapStyle attribute) grid_style (toad.plotting.MapStyle attribute) grid_width (toad.plotting.MapStyle attribute)

H

healpix_to_latlon() (toad.regridding.healpix.HealPixRegridder method) (toad.regridding.HealPixRegridder method)

HealPixRegridder (class in toad.regridding) (class in toad.regridding.healpix)

I

iqr() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) iqr_50() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

iqr_68() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) iqr_90() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) is_regular_grid() (in module toad.utils)

J

jaccard_similarity() (in module toad.postprocessing.aggregation)

L

latlon_to_healpix() (toad.regridding.healpix.HealPixRegridder method) (toad.regridding.HealPixRegridder method)

linear_fit() (in module toad.shifts.methods.asdetect) LMIN_MIN (toad.shifts.ASDETECT attribute) (toad.shifts.methods.asdetect.ASDETECT attribute)

M

mad() (in module toad.shifts.methods.asdetect) mad_from_median() (in module toad.shifts.methods.asdetect) map() (toad.Plotter method) (toad.plotting.Plotter method) map_frame (toad.plotting.MapStyle attribute) map_orig_to_regrid() (toad.regridding.base.BaseRegridder method) (toad.regridding.healpix.HealPixRegridder method) (toad.regridding.HealPixRegridder method) MapStyle (class in toad.plotting) mean() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) median() (in module toad.shifts.methods.asdetect) (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) membership_peak() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) membership_peak_density() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

module toad.clustering toad.clustering.optimizing toad.plotting toad.postprocessing toad.postprocessing.aggregation toad.postprocessing.stats toad.postprocessing.stats.general toad.postprocessing.stats.space toad.postprocessing.stats.time toad.regridding toad.regridding.base toad.regridding.healpix toad.shifts toad.shifts.methods toad.shifts.methods.asdetect toad.shifts.methods.base toad.utils toad.utils.cluster_consensus_utils toad.utils.shift_selection_utils toad.utils.synthetic_data

N

numeric_time_values (toad.TOAD property)

numeric_time_values_unit() (toad.TOAD method)

O

ocean_shading (toad.plotting.MapStyle attribute) ocean_shading_color (toad.plotting.MapStyle attribute)

overview() (toad.Plotter method) (toad.plotting.Plotter method)

P

path (toad.TOAD attribute) plot (toad.TOAD property) plot_contour (toad.plotting.MapStyle attribute) plot_fill (toad.plotting.MapStyle attribute) Plotter (class in toad) (class in toad.plotting) polyfit() (in module toad.shifts.methods.asdetect)

pre_validation() (toad.shifts.ASDETECT method) (toad.shifts.methods.asdetect.ASDETECT method) (toad.shifts.methods.base.ShiftsMethod method) (toad.shifts.ShiftsMethod method) precompute_spatial_memberships() (in module toad.postprocessing.aggregation) preprocess() (toad.TOAD method) projection (toad.plotting.MapStyle attribute)

R

regrid() (toad.regridding.base.BaseRegridder method) (toad.regridding.healpix.HealPixRegridder method) (toad.regridding.HealPixRegridder method)

regrid_clusters_back() (toad.regridding.base.BaseRegridder method) (toad.regridding.healpix.HealPixRegridder method) (toad.regridding.HealPixRegridder method) resolution (toad.plotting.MapStyle attribute)

S

save() (toad.TOAD method) score_consistency() (toad.postprocessing.stats.general.GeneralStats method) (toad.postprocessing.stats.GeneralStats method) score_heaviside() (toad.postprocessing.stats.general.GeneralStats method) (toad.postprocessing.stats.GeneralStats method) score_nonlinearity() (toad.postprocessing.stats.general.GeneralStats method) (toad.postprocessing.stats.GeneralStats method) score_overview() (toad.postprocessing.stats.general.GeneralStats method) (toad.postprocessing.stats.GeneralStats method) score_spatial_autocorrelation() (toad.postprocessing.stats.general.GeneralStats method) (toad.postprocessing.stats.GeneralStats method) segmentation (toad.shifts.methods.asdetect.ASDETECT attribute) set_log_level() (toad.TOAD method) shift_vars (toad.TOAD property) shift_vars_for_var() (toad.TOAD method) shifts_distribution() (toad.Plotter method) (toad.plotting.Plotter method) ShiftsMethod (class in toad.shifts) (class in toad.shifts.methods.base) sorted_cluster_labels() (in module toad.clustering)

space (toad.postprocessing.Stats property) (toad.postprocessing.stats.Stats property) space_dims (toad.TOAD property) SpaceStats (class in toad.postprocessing.stats) (class in toad.postprocessing.stats.space) start() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) start_timestep() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) Stats (class in toad.postprocessing) (class in toad.postprocessing.stats) stats() (toad.TOAD method) std() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) steepest_gradient() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) steepest_gradient_timestep() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

T

time (toad.postprocessing.Stats property) (toad.postprocessing.stats.Stats property) timeseries() (toad.Plotter method) (toad.plotting.Plotter method) TimeStats (class in toad.postprocessing.stats) (class in toad.postprocessing.stats.time) TOAD (class in toad) toad.clustering module toad.clustering.optimizing module toad.plotting module toad.postprocessing module toad.postprocessing.aggregation module toad.postprocessing.stats module toad.postprocessing.stats.general module toad.postprocessing.stats.space module

toad.postprocessing.stats.time module toad.regridding module toad.regridding.base module toad.regridding.healpix module toad.shifts module toad.shifts.methods module toad.shifts.methods.asdetect module toad.shifts.methods.base module toad.utils module toad.utils.cluster_consensus_utils module toad.utils.shift_selection_utils module toad.utils.synthetic_data module

U

update_detection_ts_two_sided() (in module toad.shifts.methods.asdetect)