Index

A

AbstractClassifier (class in matclassification.methods.core.AbstractClassifier)

add_config() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) Approach (class in matclassification.methods.core.AbstractClassifier)

B

Bituler (class in matclassification.methods.mat.Bituler)

C

check_input() (matclassification.methods.ensemble.TEC.TEC method) classification_report() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) clear() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) (matclassification.methods.mat.Bituler.Bituler method), [1] (matclassification.methods.mat.DeepeST.DeepeST method), [1] (matclassification.methods.mat.MARC.MARC method) (matclassification.methods.mat.Tulvae.Tulvae method) cm() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) create() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) (matclassification.methods.ensemble.TEC.TEC method) (matclassification.methods.feature.MoveletDT.MDT method) (matclassification.methods.feature.MoveletMLP.MMLP method) (matclassification.methods.feature.MoveletMLP.MMLP1 method) (matclassification.methods.feature.MoveletRF.MRF method) (matclassification.methods.feature.MoveletRFHP.MRFHP method) (matclassification.methods.feature.MoveletSVC.MSVC method) (matclassification.methods.feature.POIS.POIS method) (matclassification.methods.mat.Bituler.Bituler method), [1] (matclassification.methods.mat.DeepeST.DeepeST method), [1] (matclassification.methods.mat.MARC.MARC method), [1] (matclassification.methods.mat.TRF.TRF method) (matclassification.methods.mat.Tulvae.Tulvae method) (matclassification.methods.mat.TXGB.TXGB method) (matclassification.methods.similarity.TDT.TDT method) (matclassification.methods.similarity.TKNN.TKNN method) (matclassification.methods.similarity.TSVC.TSVC method)

D

DeepeST (class in matclassification.methods.mat.DeepeST) default_metric() (matclassification.methods.core.SimilarityClassifier.SimilarityClassifier method)

dinamic_import() (in module matclassification.methods.ensemble.TEC) DT (matclassification.methods.core.AbstractClassifier.Approach attribute) duration() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method)

E

EpochLogger (class in matclassification.methods.mat.MARC)

F

final_predict() (matclassification.methods.ensemble.TEC.TEC method) fit() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) (matclassification.methods.core.SimilarityClassifier.SimilarityClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method) (matclassification.methods.ensemble.MSTEC.MSTEC method) (matclassification.methods.ensemble.TEC.TEC method) (matclassification.methods.feature.MoveletDT.MDT method) (matclassification.methods.feature.MoveletMLP.MMLP method) (matclassification.methods.feature.MoveletMLP.MMLP1 method) (matclassification.methods.feature.MoveletRF.MRF method) (matclassification.methods.feature.MoveletRFHP.MRFHP method) (matclassification.methods.feature.MoveletSVC.MSVC method) (matclassification.methods.feature.POIS.POIS method) (matclassification.methods.mat.Bituler.Bituler method), [1] (matclassification.methods.mat.DeepeST.DeepeST method), [1] (matclassification.methods.mat.MARC.MARC method), [1] (matclassification.methods.mat.TRF.TRF method) (matclassification.methods.mat.Tulvae.Tulvae method) (matclassification.methods.mat.TXGB.TXGB method)

G

geoHasTransform() (in module matclassification.methods.feature.feature_extraction.pois)

graph_tree() (matclassification.methods.feature.MoveletDT.MDT method) grid_search() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method)

H

HSClassifier (class in matclassification.methods.core.HSClassifier)

L

labels (matclassification.methods.core.AbstractClassifier.AbstractClassifier property) loadData() (in module matclassification.methods.feature.POIS)

loadTrainTest() (in module matclassification.methods.feature.feature_extraction.pois) loadTrajectories() (in module matclassification.methods.mat.MARC)

M

MARC (class in matclassification.methods.mat.MARC) matclassification module, [1], [2] matclassification.methods module matclassification.methods.core module matclassification.methods.core.AbstractClassifier module matclassification.methods.core.HSClassifier module matclassification.methods.core.MClassifier module matclassification.methods.core.MHSClassifier module matclassification.methods.core.SimilarityClassifier module matclassification.methods.core.THSClassifier module matclassification.methods.ensemble module matclassification.methods.ensemble.MSTEC module matclassification.methods.ensemble.TEC module matclassification.methods.feature module matclassification.methods.feature.feature_extraction module matclassification.methods.feature.feature_extraction.pois module matclassification.methods.feature.MoveletDT module matclassification.methods.feature.MoveletMLP module matclassification.methods.feature.MoveletRF module matclassification.methods.feature.MoveletRFHP module matclassification.methods.feature.MoveletSVC module matclassification.methods.feature.POIS module matclassification.methods.mat module matclassification.methods.mat.Bituler module matclassification.methods.mat.DeepeST module matclassification.methods.mat.MARC module matclassification.methods.mat.TRF module matclassification.methods.mat.Tulvae module

matclassification.methods.mat.TXGB module matclassification.methods.similarity module matclassification.methods.similarity.TDT module matclassification.methods.similarity.TKNN module matclassification.methods.similarity.TSVC module MClassifier (class in matclassification.methods.core.MClassifier) MDT (class in matclassification.methods.feature.MoveletDT) message() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method) MHSClassifier (class in matclassification.methods.core.MHSClassifier) MMLP (class in matclassification.methods.feature.MoveletMLP) MMLP1 (class in matclassification.methods.feature.MoveletMLP) module matclassification, [1], [2] matclassification.methods matclassification.methods.core matclassification.methods.core.AbstractClassifier matclassification.methods.core.HSClassifier matclassification.methods.core.MClassifier matclassification.methods.core.MHSClassifier matclassification.methods.core.SimilarityClassifier matclassification.methods.core.THSClassifier matclassification.methods.ensemble matclassification.methods.ensemble.MSTEC matclassification.methods.ensemble.TEC matclassification.methods.feature matclassification.methods.feature.feature_extraction matclassification.methods.feature.feature_extraction.pois matclassification.methods.feature.MoveletDT matclassification.methods.feature.MoveletMLP matclassification.methods.feature.MoveletRF matclassification.methods.feature.MoveletRFHP matclassification.methods.feature.MoveletSVC matclassification.methods.feature.POIS matclassification.methods.mat matclassification.methods.mat.Bituler matclassification.methods.mat.DeepeST matclassification.methods.mat.MARC matclassification.methods.mat.TRF matclassification.methods.mat.Tulvae matclassification.methods.mat.TXGB matclassification.methods.similarity matclassification.methods.similarity.TDT matclassification.methods.similarity.TKNN matclassification.methods.similarity.TSVC MRF (class in matclassification.methods.feature.MoveletRF) MRFHP (class in matclassification.methods.feature.MoveletRFHP) MSTEC (class in matclassification.methods.ensemble.MSTEC) MSVC (class in matclassification.methods.feature.MoveletSVC)

N

NN (matclassification.methods.core.AbstractClassifier.Approach attribute)

npoi() (in module matclassification.methods.feature.feature_extraction.pois) nvidia_gpu_count() (in module matclassification.methods.mat.TXGB)

O

on_epoch_begin() (matclassification.methods.mat.MARC.EpochLogger method) on_epoch_end() (matclassification.methods.mat.MARC.EpochLogger method)

on_train_begin() (matclassification.methods.mat.MARC.EpochLogger method) on_train_end() (matclassification.methods.mat.MARC.EpochLogger method)

P

plot_tree() (matclassification.methods.feature.MoveletDT.MDT method) poi() (in module matclassification.methods.feature.feature_extraction.pois) poifreq_all() (in module matclassification.methods.feature.feature_extraction.pois) POIS (class in matclassification.methods.feature.POIS) pois() (in module matclassification.methods.feature.feature_extraction.pois) pois_read() (in module matclassification.methods.feature.feature_extraction.pois) predict() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) (matclassification.methods.core.SimilarityClassifier.SimilarityClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method) (matclassification.methods.ensemble.MSTEC.MSTEC method) (matclassification.methods.ensemble.TEC.TEC method) (matclassification.methods.feature.MoveletMLP.MMLP method) (matclassification.methods.feature.MoveletMLP.MMLP1 method) (matclassification.methods.feature.MoveletSVC.MSVC method) (matclassification.methods.feature.POIS.POIS method) (matclassification.methods.mat.DeepeST.DeepeST method), [1] (matclassification.methods.mat.MARC.MARC method), [1] (matclassification.methods.mat.TRF.TRF method)

prediction_report() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) prepare_input() (matclassification.methods.core.MClassifier.MClassifier method) (matclassification.methods.core.SimilarityClassifier.SimilarityClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method) (matclassification.methods.feature.MoveletDT.MDT method) (matclassification.methods.feature.POIS.POIS method) (matclassification.methods.mat.Bituler.Bituler method), [1] (matclassification.methods.mat.DeepeST.DeepeST method), [1] (matclassification.methods.mat.MARC.MARC method), [1] (matclassification.methods.mat.Tulvae.Tulvae method) prepare_models() (matclassification.methods.ensemble.TEC.TEC method) prepareData() (in module matclassification.methods.feature.POIS) prepareTrajectories() (in module matclassification.methods.mat.MARC)

R

read_report() (matclassification.methods.core.THSClassifier.THSClassifier method)

RF (matclassification.methods.core.AbstractClassifier.Approach attribute)

S

sampling() (in module matclassification.methods.mat.Tulvae) sampling_error() (in module matclassification.methods.mat.Tulvae) save() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) save_model() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) score() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method)

similarity_matrix() (in module matclassification.methods.core.SimilarityClassifier) SimilarityClassifier (class in matclassification.methods.core.SimilarityClassifier) sub_fit_predict() (matclassification.methods.ensemble.TEC.TEC method) summary() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) SVM (matclassification.methods.core.AbstractClassifier.Approach attribute)

T

TDT (class in matclassification.methods.similarity.TDT) TEC (class in matclassification.methods.ensemble.TEC) test() (matclassification.methods.core.HSClassifier.HSClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method) testing_report() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) THSClassifier (class in matclassification.methods.core.THSClassifier) TKNN (class in matclassification.methods.similarity.TKNN) to_file() (in module matclassification.methods.feature.feature_extraction.pois) train() (matclassification.methods.core.HSClassifier.HSClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method)

training_report() (matclassification.methods.core.AbstractClassifier.AbstractClassifier method) (matclassification.methods.feature.MoveletDT.MDT method) (matclassification.methods.feature.MoveletRF.MRF method) (matclassification.methods.feature.MoveletSVC.MSVC method) tree() (matclassification.methods.similarity.TDT.TDT method) TRF (class in matclassification.methods.mat.TRF) TSVC (class in matclassification.methods.similarity.TSVC) Tulvae (class in matclassification.methods.mat.Tulvae) TXGB (class in matclassification.methods.mat.TXGB)

W

wnpoi() (in module matclassification.methods.feature.feature_extraction.pois)

X

XGB (matclassification.methods.core.AbstractClassifier.Approach attribute) xy() (matclassification.methods.core.MClassifier.MClassifier method) (matclassification.methods.core.SimilarityClassifier.SimilarityClassifier method) (matclassification.methods.core.THSClassifier.THSClassifier method) (matclassification.methods.feature.POIS.POIS method) (matclassification.methods.mat.Bituler.Bituler method), [1] (matclassification.methods.mat.DeepeST.DeepeST method), [1] (matclassification.methods.mat.MARC.MARC method), [1] (matclassification.methods.mat.Tulvae.Tulvae method)