Index

_

__init__() (toad.plotting.MapStyle method) (toad.plotting.Plotter method) (toad.regridding.base.BaseRegridder method) (toad.regridding.HealPixRegridder method) (toad.shifts.ASDETECT method) (toad.TOAD method)

A

add_labels (toad.plotting.MapStyle attribute) 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) ASDETECT (class in toad.shifts), [1] (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) build_variable_hierarchy() (in module toad.utils.repr_html)

C

central_point_for_labeling() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) cluster_alpha (toad.plotting.MapStyle attribute) cluster_map() (toad.plotting.Plotter method) cluster_occurrence_rate() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) cluster_occurrence_rate_map() (toad.plotting.Plotter method) cluster_overview() (toad.plotting.Plotter method) cluster_shift_times_violins() (toad.plotting.Plotter method) cluster_summary() (toad.postprocessing.Stats method) (toad.postprocessing.stats.Stats method) (toad.TOAD 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_abruptness_1D() (in module toad.shifts.methods.edge) compute_clusters() (in module toad.clustering) (toad.TOAD method) compute_consensus() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) (toad.TOAD method) compute_gradients_from_segments() (in module toad.shifts.methods.asdetect) compute_shifts() (in module toad.shifts) (toad.TOAD method) compute_transition_time() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

consensus_cluster_timeseries() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) consensus_cluster_vars (toad.TOAD property) consensus_extraction_mask_2d() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) consensus_map() (toad.plotting.Plotter method) consensus_overview() (toad.plotting.Plotter method) consensus_rate_map() (toad.plotting.Plotter method) consensus_rate_var_name() (toad.TOAD static method) consensus_shift_time_distribution() (in module toad.utils.cluster_consensus_utils) (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) consensus_shift_time_distributions() (in module toad.utils.cluster_consensus_utils) (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) consensus_shift_times_medians() (toad.plotting.Plotter method) consensus_shift_times_violins() (toad.plotting.Plotter method) consensus_summary() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) consensus_timeseries() (toad.plotting.Plotter method) construct_detection_ts() (in module toad.shifts.methods.asdetect) (in module toad.shifts.methods.edge) 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) coords_spatial (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute)

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) drop_clusters() (toad.TOAD method)

drop_consensus_clusters() (toad.TOAD method) drop_shifts() (toad.TOAD method) 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

EDGE (class in toad.shifts) (class in toad.shifts.methods.edge) 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.clustering.SpaceTimeDBSCAN method) (toad.shifts.ASDETECT method), [1] (toad.shifts.EDGE method) (toad.shifts.methods.asdetect.ASDETECT method) (toad.shifts.methods.base.ShiftsMethod method) (toad.shifts.methods.edge.EDGE 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_base_var() (toad.TOAD method) get_cluster_counts() (toad.TOAD method) get_cluster_ids() (toad.TOAD method) get_cluster_mask() (toad.TOAD method) get_cluster_mask_spatial() (toad.TOAD method) get_cluster_times() (toad.TOAD method) get_cluster_timeseries() (toad.TOAD method) get_clusters() (toad.TOAD method)

get_gradients_double() (in module toad.shifts.methods.asdetect) get_latlon_info() (in module toad.utils) get_shifts() (toad.TOAD method) get_space_dims() (in module toad.utils) get_timeseries() (toad.TOAD method) 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.HealPixRegridder method)

HealPixRegridder (class in toad.regridding)

I

infer_stitch_meridian() (in module toad.utils.cluster_consensus_utils) 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)

L

label_field_shift_time_distributions() (in module toad.utils.cluster_consensus_utils) label_field_shift_time_samples() (in module toad.utils.cluster_consensus_utils) label_shift_time_distributions() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method) label_shift_time_samples() (toad.postprocessing.Aggregation method) (toad.postprocessing.aggregation.Aggregation method)

latlon_to_healpix() (toad.regridding.HealPixRegridder method) linear_fit() (in module toad.shifts.methods.asdetect) LMIN_MIN (toad.shifts.ASDETECT attribute), [1] (toad.shifts.methods.asdetect.ASDETECT attribute) load_toad_logo_html() (in module toad.utils.repr_html)

M

mad() (in module toad.shifts.methods.asdetect) mad_from_median() (in module toad.shifts.methods.asdetect) map() (toad.plotting.Plotter method) map_frame (toad.plotting.MapStyle attribute) map_orig_to_regrid() (toad.regridding.base.BaseRegridder method) (toad.regridding.HealPixRegridder method) MapStyle (class in toad.plotting) max_shift_map() (toad.plotting.Plotter method) mean() (toad.postprocessing.stats.space.SpaceStats method) (toad.postprocessing.stats.SpaceStats method) (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) mean_shift_magnitude() (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) median_activity_time() (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) min_consensus_members() (in module toad.postprocessing.member_support_consensus) module toad.clustering toad.clustering.optimizing toad.postprocessing toad.postprocessing.aggregation toad.postprocessing.member_support_consensus toad.postprocessing.stats toad.postprocessing.stats.general toad.postprocessing.stats.space toad.postprocessing.stats.time toad.shifts toad.shifts.methods toad.shifts.methods.asdetect toad.shifts.methods.base toad.shifts.methods.edge toad.utils toad.utils.cluster_consensus_utils toad.utils.repr_html toad.utils.shift_selection_utils

N

n_space (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) native_spatial_edges() (in module toad.postprocessing.member_support_consensus)

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) other_cluster_alpha (toad.plotting.MapStyle attribute)

other_legend (toad.plotting.MapStyle attribute) other_legend_pos (toad.plotting.MapStyle attribute) overview() (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.plotting) polyfit() (in module toad.shifts.methods.asdetect)

pooled_median_transition_time() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) pooled_std_transition_time() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) preprocess (toad.TOAD property) projection (toad.plotting.MapStyle attribute)

R

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

remove_cluster() (toad.TOAD method) render_consensus_variables_html() (in module toad.utils.repr_html) render_hierarchy_html() (in module toad.utils.repr_html) resolution (toad.plotting.MapStyle attribute) resolve_stitch_meridian() (in module toad.utils.cluster_consensus_utils)

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.ASDETECT attribute) (toad.shifts.methods.asdetect.ASDETECT attribute) set_log_level() (toad.TOAD method) shift_dist() (toad.plotting.Plotter method) shift_vars (toad.TOAD property) shift_vars_for_var() (toad.TOAD method) ShiftsMethod (class in toad.shifts) (class in toad.shifts.methods.base) skip_time_scaling (toad.clustering.SpaceTimeDBSCAN attribute) sobel_edge_detection() (in module toad.shifts.methods.edge) sort_clusters() (toad.TOAD method) 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) SpaceTimeDBSCAN (class in toad.clustering) SpacetimeGridContext (class in toad.postprocessing.member_support_consensus) spatial_dims (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) spatial_ec (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) spatial_er (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) 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 property) 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) stitch_meridian (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) summary() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

T

T (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) td (toad.plotting.Plotter attribute) thin_and_threshold_edges() (in module toad.shifts.methods.edge) time (toad.postprocessing.Stats property) (toad.postprocessing.stats.Stats property) time_coord (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) time_dim (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute) time_of_max_shift_map() (toad.plotting.Plotter method) timeseries() (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.postprocessing module toad.postprocessing.aggregation module toad.postprocessing.member_support_consensus module toad.postprocessing.stats module

toad.postprocessing.stats.general module toad.postprocessing.stats.space module toad.postprocessing.stats.time module toad.shifts module toad.shifts.methods module toad.shifts.methods.asdetect module toad.shifts.methods.base module toad.shifts.methods.edge module toad.utils module toad.utils.cluster_consensus_utils module toad.utils.repr_html module toad.utils.shift_selection_utils module

U

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

V

value_at_end() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) value_at_iqr_90_end() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) value_at_iqr_90_start() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

value_at_start() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) value_change() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method) value_change_iqr_90() (toad.postprocessing.stats.time.TimeStats method) (toad.postprocessing.stats.TimeStats method)

X

x_len (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute)

Y

y_len (toad.postprocessing.member_support_consensus.SpacetimeGridContext attribute)