Index

A

a_compression (dtaidistance.explain.dsw.explainpair.Segment property) a_expansion (dtaidistance.explain.dsw.explainpair.Segment property) add_psi_relaxed_segments() (dtaidistance.explain.dsw.explainpair.ExplainPair method) AFFINE (dtaidistance.explain.dsw.explainpair.FocusOnShape attribute) AFFINE2 (dtaidistance.explain.dsw.explainpair.FocusOnShape attribute) AFFINEDTW (dtaidistance.explain.dsw.explainpair.FocusOnShape attribute) AFFINEDTW2 (dtaidistance.explain.dsw.explainpair.FocusOnShape attribute) align() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method)

align_fast() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method) all_ts_diff() (dtaidistance.explain.dsw.explainpair.ExplainPair method) angle (dtaidistance.explain.dsw.explainpair.Segment attribute) append() (dtaidistance.subsequence.localconcurrences.LCMatches method) (dtaidistance.subsequence.subsequencealignment.SAMatches method) ApproxSettings (class in dtaidistance.explain.dsw.explainpair) ApproxType (class in dtaidistance.explain.dsw.explainpair)

B

BaseTree (class in dtaidistance.clustering.hierarchical) best_match() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method) best_match_fast() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method) best_matches() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) best_matches_fast() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) best_matches_knee() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method)

best_matches_knee_fast() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) best_matches_rangefactor() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) best_matches_rangefactor_fast() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) best_matches_store() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) best_path() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (in module dtaidistance.dtw) best_path2() (in module dtaidistance.dtw) BufferedArgMax (class in dtaidistance.subsequence.localconcurrences)

C

c_kwargs() (dtaidistance.explain.dsw.explainpair.ApproxSettings method) check_is_global_tolerance_satisfied() (dtaidistance.explain.dsw.explainpair.ExplainPair method) check_is_local_tolerance_satisfied() (dtaidistance.explain.dsw.explainpair.ExplainPair method) compression (dtaidistance.explain.dsw.explainpair.Segment property) compression_logratio() (dtaidistance.explain.dsw.explainpair.Segment method) compression_ratio() (dtaidistance.explain.dsw.explainpair.Segment method) compute_segments() (dtaidistance.explain.dsw.explainpair.ExplainPair method)

compute_tolerance_criterion_factors() (dtaidistance.explain.dsw.explainpair.ExplainPair method) copy() (dtaidistance.explain.dsw.explainpair.Segment method) COST_DIFF (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) coverage() (dtaidistance.subsequence.localconcurrences.LCMatches method) covered() (dtaidistance.subsequence.localconcurrences.LCMatches method) create_orderhook() (dtaidistance.clustering.hierarchical.Hooks static method) create_weighthook() (dtaidistance.clustering.hierarchical.Hooks static method)

D

dba() (in module dtaidistance.dtw_barycenter) dba_loop() (in module dtaidistance.dtw_barycenter) DERIV (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) DERIV_DIST (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) DERIVATIVE (dtaidistance.explain.dsw.explainpair.FocusOnShape attribute) derivative() (in module dtaidistance.preprocessing) differencing() (in module dtaidistance.preprocessing) distance (dtaidistance.subsequence.subsequencealignment.SAMatch property) (dtaidistance.subsequence.subsequencesearch.SSMatch property) distance() (dtaidistance.explain.dsw.explainpair.ExplainPair method) (dtaidistance.subsequence.localconcurrences.LCMatch method) (dtaidistance.subsequence.localconcurrences.LCMatches method) (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim) (in module dtaidistance.ed) distance_approx() (dtaidistance.explain.dsw.explainpair.ExplainPair method) distance_approx_per_segment() (dtaidistance.explain.dsw.explainpair.ExplainPair method) distance_compensated() (dtaidistance.subsequence.localconcurrences.LCMatches method) distance_fast() (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim) distance_matrix() (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim) distance_matrix_fast() (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim) distance_per_segment() (dtaidistance.explain.dsw.explainpair.ExplainPair method) distances_array_to_matrix() (in module dtaidistance.dtw) do_simplify_segment() (dtaidistance.explain.dsw.explainpair.ExplainPair method) dsw_dist() (dtaidistance.explain.dsw.explainpair.ExplainPair method) dsw_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method)

dsw_path_to_segments() (in module dtaidistance.explain.dsw.explainpair) dtaidistance.clustering.hierarchical module dtaidistance.clustering.kmeans module dtaidistance.clustering.medoids module dtaidistance.dtw module dtaidistance.dtw_barycenter module dtaidistance.dtw_ndim module dtaidistance.dtw_visualisation module dtaidistance.ed module dtaidistance.explain.dsw.explainpair module dtaidistance.preprocessing module dtaidistance.subsequence.localconcurrences module dtaidistance.subsequence.subsequencealignment module dtaidistance.subsequence.subsequencesearch module dtw_dist() (dtaidistance.explain.dsw.explainpair.ExplainPair method) dtw_dist_quantile() (dtaidistance.explain.dsw.explainpair.ExplainPair method) DTWSettings (class in dtaidistance.dtw)

E

e_idx (dtaidistance.explain.dsw.explainpair.Segment attribute) e_idx_p (dtaidistance.explain.dsw.explainpair.Segment attribute) e_idx_y (dtaidistance.explain.dsw.explainpair.Segment attribute) e_point() (dtaidistance.explain.dsw.explainpair.Segment method) elasticity (dtaidistance.explain.dsw.explainpair.Segment attribute) estimate_deltaabs_from_distmatrix() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method) estimate_deltaabs_from_noise() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method) estimate_deltaabs_from_noiseamplitude() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method)

estimate_deltaabs_from_quantiledist() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method) estimate_penalty_from_histogram() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method) estimate_settings() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) estimate_settings_from_abs() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) estimate_settings_from_mean() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) estimate_settings_from_ssm() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) estimate_settings_from_std() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) expansion (dtaidistance.explain.dsw.explainpair.Segment property) ExplainPair (class in dtaidistance.explain.dsw.explainpair)

F

find_simplified_path_with_sps_on_series_from_predefined() (in module dtaidistance.explain.dsw.explainpair) fit() (dtaidistance.clustering.hierarchical.Hierarchical method) (dtaidistance.clustering.hierarchical.HierarchicalTree method) (dtaidistance.clustering.hierarchical.LinkageTree method) (dtaidistance.clustering.kmeans.KMeans method) (dtaidistance.clustering.medoids.KMedoids method)

fit_fast() (dtaidistance.clustering.kmeans.KMeans method) FocusOnShape (class in dtaidistance.explain.dsw.explainpair) from_h5() (dtaidistance.explain.dsw.explainpair.ExplainPair static method) from_h5_group() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method) from_indices() (dtaidistance.explain.dsw.explainpair.ExplainPair method) from_other() (dtaidistance.subsequence.localconcurrences.LocalConcurrences static method)

G

get() (dtaidistance.subsequence.localconcurrences.BufferedArgMax method) get_bounds() (dtaidistance.explain.dsw.explainpair.ExplainPair method) get_ith_value() (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method) get_line_cost_fn() (dtaidistance.explain.dsw.explainpair.ExplainPair method) get_linkage() (dtaidistance.clustering.hierarchical.BaseTree method) (dtaidistance.clustering.hierarchical.HierarchicalTree method) (dtaidistance.clustering.hierarchical.LinkageTree method)

get_local_dtw_cost() (dtaidistance.explain.dsw.explainpair.ExplainPair method) get_match() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) get_penalty_in_ts_domain() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) get_variations() (dtaidistance.explain.dsw.explainpair.ExplainPair method)

H

Hierarchical (class in dtaidistance.clustering.hierarchical)

HierarchicalTree (class in dtaidistance.clustering.hierarchical) Hooks (class in dtaidistance.clustering.hierarchical)

I

idx (dtaidistance.subsequence.subsequencesearch.SSMatch property) ignore (dtaidistance.explain.dsw.explainpair.Segment attribute)

indices_from_series_to_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method) inf_rows_cols() (dtaidistance.subsequence.localconcurrences.LoCoSettings method)

K

kbest_matches() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method) kbest_matches_fast() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method) kbest_matches_store() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method)

KMeans (class in dtaidistance.clustering.kmeans) kmeansplusplus_centers() (dtaidistance.clustering.kmeans.KMeans method) KMedoids (class in dtaidistance.clustering.medoids) kmedoids_centers() (dtaidistance.clustering.kmeans.KMeans method) kwargs() (dtaidistance.explain.dsw.explainpair.ApproxSettings method) (dtaidistance.subsequence.localconcurrences.LoCoSettings method)

L

lb_keogh() (in module dtaidistance.dtw) LCMatch (class in dtaidistance.subsequence.localconcurrences) LCMatches (class in dtaidistance.subsequence.localconcurrences) LEAST_TOTAL_COST_DIFF (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) length() (dtaidistance.explain.dsw.explainpair.Segment method) length_y() (dtaidistance.explain.dsw.explainpair.Segment method) line_warp_penalty() (dtaidistance.explain.dsw.explainpair.ExplainPair method)

linearly_scale() (dtaidistance.subsequence.subsequencealignment.SAMatch method) LinkageTree (class in dtaidistance.clustering.hierarchical) local_concurrences() (in module dtaidistance.subsequence.localconcurrences) LocalConcurrences (class in dtaidistance.subsequence.localconcurrences) loco_warping_paths() (in module dtaidistance.subsequence.localconcurrences) LoCoSettings (class in dtaidistance.subsequence.localconcurrences) logdomain() (in module dtaidistance.preprocessing)

M

m_idx (dtaidistance.explain.dsw.explainpair.Segment property) matching_function() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) matching_function_bestpath() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) matching_function_endpoint() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) matching_function_segment() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) matching_function_startpoint() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) max_2ndderiv_in_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method) max_change_in_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method) max_cost_diff() (dtaidistance.explain.dsw.explainpair.ExplainPair method) max_deriv_deviation() (dtaidistance.explain.dsw.explainpair.ExplainPair method) max_deviation_from_line() (dtaidistance.explain.dsw.explainpair.ExplainPair method) MAX_DIFF (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_DIFF_TIMESDIST (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_DIST (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_FACTOR (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_FACTOR_AND_DIFF (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_FACTOR_AND_DIFF_HANDS_ON (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_FACTOR_AND_DIST (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_FACTOR_LOOSE (dtaidistance.explain.dsw.explainpair.ApproxType attribute) MAX_INDEX (dtaidistance.explain.dsw.explainpair.ApproxType attribute) max_ts_cdiff() (dtaidistance.explain.dsw.explainpair.ExplainPair method) max_ts_diff() (dtaidistance.explain.dsw.explainpair.ExplainPair method)

maxnode (dtaidistance.clustering.hierarchical.BaseTree property) (dtaidistance.clustering.hierarchical.HierarchicalTree property) (dtaidistance.clustering.hierarchical.LinkageTree property) MEAN_INDEX (dtaidistance.explain.dsw.explainpair.ApproxType attribute) Medoids (class in dtaidistance.clustering.medoids) missing() (dtaidistance.subsequence.localconcurrences.LCMatches method) missing_segments() (dtaidistance.subsequence.localconcurrences.LCMatches method) mixedlinearlogdomain() (in module dtaidistance.preprocessing) module dtaidistance.clustering.hierarchical dtaidistance.clustering.kmeans dtaidistance.clustering.medoids dtaidistance.dtw dtaidistance.dtw_barycenter dtaidistance.dtw_ndim dtaidistance.dtw_visualisation dtaidistance.ed dtaidistance.explain.dsw.explainpair dtaidistance.preprocessing dtaidistance.subsequence.localconcurrences dtaidistance.subsequence.subsequencealignment dtaidistance.subsequence.subsequencesearch

N

NONE (dtaidistance.explain.dsw.explainpair.FocusOnShape attribute) (dtaidistance.explain.dsw.explainpair.PruneStrategy attribute)

O

ONLY_INIT_SPLIT_POINTS (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute)

P

path (dtaidistance.subsequence.localconcurrences.LCMatch property) (dtaidistance.subsequence.subsequencealignment.SAMatch property) PATH_DIFF (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) path_to_segments() (dtaidistance.explain.dsw.explainpair.ExplainPair method) path_to_segments_with_sp_predefined() (in module dtaidistance.explain.dsw.explainpair) perpendicular_foot() (in module dtaidistance.explain.dsw.explainpair) plot() (dtaidistance.clustering.hierarchical.BaseTree method) (dtaidistance.clustering.hierarchical.Hierarchical method) (dtaidistance.clustering.hierarchical.HierarchicalTree method) (dtaidistance.clustering.hierarchical.LinkageTree method) (dtaidistance.clustering.kmeans.KMeans method) (dtaidistance.clustering.medoids.KMedoids method) (dtaidistance.clustering.medoids.Medoids method) (dtaidistance.subsequence.localconcurrences.LCMatches method) (dtaidistance.subsequence.subsequencealignment.SAMatches method) plot_average() (in module dtaidistance.dtw_visualisation)

plot_explain() (in module dtaidistance.explain.dsw.explainpair) plot_local_dsw_of_two_subpaths() (dtaidistance.explain.dsw.explainpair.ExplainPair method) plot_local_dsw_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method) plot_local_dtw_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method) plot_one_segment() (dtaidistance.explain.dsw.explainpair.ExplainPair method) plot_segments() (dtaidistance.explain.dsw.explainpair.ExplainPair method) plot_simplifiedpath() (dtaidistance.explain.dsw.explainpair.ExplainPair method) plot_stats_vs_delta_rel() (in module dtaidistance.explain.dsw.explainpair) plot_warp() (in module dtaidistance.dtw_visualisation) plot_warping() (dtaidistance.explain.dsw.explainpair.ExplainPair method) (in module dtaidistance.dtw_visualisation) (in module dtaidistance.explain.dsw.explainpair) plot_warping_single_ax() (in module dtaidistance.dtw_visualisation) plot_warpingpaths() (in module dtaidistance.dtw_visualisation) PRUNE (dtaidistance.explain.dsw.explainpair.PruneStrategy attribute) PRUNE_NOINIT (dtaidistance.explain.dsw.explainpair.PruneStrategy attribute) PruneStrategy (class in dtaidistance.explain.dsw.explainpair)

R

ratio (dtaidistance.explain.dsw.explainpair.Segment property) ratio_c (dtaidistance.explain.dsw.explainpair.Segment property) ratio_e (dtaidistance.explain.dsw.explainpair.Segment property) rdp_given() (dtaidistance.explain.dsw.explainpair.ExplainPair method) rdp_setup() (dtaidistance.explain.dsw.explainpair.ExplainPair method) rdp_ssm() (dtaidistance.explain.dsw.explainpair.ExplainPair method)

rdp_vectorized() (in module dtaidistance.explain.dsw.explainpair) remove_segments() (dtaidistance.explain.dsw.explainpair.ExplainPair method) remove_singularities() (in module dtaidistance.explain.dsw.explainpair) reset() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (dtaidistance.subsequence.subsequencesearch.SubsequenceSearch method)

S

s_idx (dtaidistance.explain.dsw.explainpair.Segment attribute) s_idx_p (dtaidistance.explain.dsw.explainpair.Segment attribute) s_idx_y (dtaidistance.explain.dsw.explainpair.Segment attribute) s_point() (dtaidistance.explain.dsw.explainpair.Segment method) SAMatch (class in dtaidistance.subsequence.subsequencealignment) SAMatches (class in dtaidistance.subsequence.subsequencealignment) scale_linearly() (in module dtaidistance.preprocessing) Segment (class in dtaidistance.explain.dsw.explainpair) segment (dtaidistance.subsequence.subsequencealignment.SAMatch property) segments (dtaidistance.explain.dsw.explainpair.ExplainPair attribute) segments() (dtaidistance.subsequence.localconcurrences.LCMatches method) segments_notignored() (dtaidistance.explain.dsw.explainpair.ExplainPair method) segments_to_path() (dtaidistance.explain.dsw.explainpair.ExplainPair method) set_penalty_in_ts_domain() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) settings() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) settings_from() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) shift (dtaidistance.explain.dsw.explainpair.Segment attribute)

shift_l (dtaidistance.explain.dsw.explainpair.Segment property) shift_r (dtaidistance.explain.dsw.explainpair.Segment property) similarity_matrix() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) similarity_matrix_matshow_kwargs() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) smoothing() (in module dtaidistance.preprocessing) SPATIAL_DIST (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) split_points_pathidx() (dtaidistance.explain.dsw.explainpair.ExplainPair method) split_points_unique() (dtaidistance.explain.dsw.explainpair.ExplainPair method) split_psi() (dtaidistance.subsequence.localconcurrences.LoCoSettings method) SplitStrategy (class in dtaidistance.explain.dsw.explainpair) SSMatch (class in dtaidistance.subsequence.subsequencesearch) SSMatches (class in dtaidistance.subsequence.subsequencesearch) steps() (dtaidistance.subsequence.localconcurrences.LoCoSettings method) str() (dtaidistance.subsequence.localconcurrences.LCMatches method) subsequence_alignment() (in module dtaidistance.subsequence.subsequencealignment) subsequence_search() (in module dtaidistance.subsequence.subsequencesearch) SubsequenceAlignment (class in dtaidistance.subsequence.subsequencealignment) SubsequenceSearch (class in dtaidistance.subsequence.subsequencesearch)

T

to_dot() (dtaidistance.clustering.hierarchical.BaseTree method) (dtaidistance.clustering.hierarchical.HierarchicalTree method) (dtaidistance.clustering.hierarchical.LinkageTree method)

to_h5() (dtaidistance.explain.dsw.explainpair.ExplainPair method) to_h5_group() (dtaidistance.explain.dsw.explainpair.ApproxSettings method) TS_CDIFF (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute) TS_DIFF (dtaidistance.explain.dsw.explainpair.SplitStrategy attribute)

U

ub_euclidean() (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim)

V

value (dtaidistance.subsequence.subsequencealignment.SAMatch property) (dtaidistance.subsequence.subsequencesearch.SSMatch property)

variations (dtaidistance.explain.dsw.explainpair.ExplainPair property)

W

warp() (in module dtaidistance.dtw) warping_amount() (in module dtaidistance.dtw) warping_path() (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim) warping_path_fast() (in module dtaidistance.dtw) warping_path_penalty() (in module dtaidistance.dtw) warping_path_prob() (in module dtaidistance.dtw) warping_paths() (dtaidistance.subsequence.subsequencealignment.SubsequenceAlignment method) (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim)

warping_paths_affinity() (in module dtaidistance.dtw) warping_paths_affinity_fast() (in module dtaidistance.dtw) warping_paths_fast() (in module dtaidistance.dtw) (in module dtaidistance.dtw_ndim) window_value (dtaidistance.subsequence.localconcurrences.LoCoSettings property) wp_data (dtaidistance.subsequence.localconcurrences.LocalConcurrences property) wp_slice_ts() (dtaidistance.subsequence.localconcurrences.LocalConcurrences method) wrap() (dtaidistance.explain.dsw.explainpair.ApproxSettings static method) (dtaidistance.subsequence.localconcurrences.LoCoSettings static method)

Z

znormal() (in module dtaidistance.preprocessing)