tslearn
0.6.3
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Index
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C
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D
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E
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F
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G
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I
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K
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M
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N
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O
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P
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S
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T
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U
B
baseline_accuracy() (tslearn.datasets.UCR_UEA_datasets method)
C
cache_all() (tslearn.datasets.UCR_UEA_datasets method)
CachedDatasets (class in tslearn.datasets)
cdist_dtw() (in module tslearn.metrics)
cdist_gak() (in module tslearn.metrics)
cdist_soft_dtw() (in module tslearn.metrics)
cdist_soft_dtw_normalized() (in module tslearn.metrics)
check_dims() (in module tslearn.utils)
check_equal_size() (in module tslearn.utils)
ctw() (in module tslearn.metrics)
ctw_path() (in module tslearn.metrics)
D
decision_function() (tslearn.svm.TimeSeriesSVC method)
distance() (tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
distance_1d_sax() (tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
distance_paa() (tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
distance_sax() (tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
dtw() (in module tslearn.metrics)
dtw_barycenter_averaging() (in module tslearn.barycenters)
dtw_barycenter_averaging_subgradient() (in module tslearn.barycenters)
dtw_limited_warping_length() (in module tslearn.metrics)
dtw_path() (in module tslearn.metrics)
dtw_path_from_metric() (in module tslearn.metrics)
dtw_path_limited_warping_length() (in module tslearn.metrics)
dtw_subsequence_path() (in module tslearn.metrics)
E
early_classification_cost() (tslearn.early_classification.NonMyopicEarlyClassifier method)
euclidean_barycenter() (in module tslearn.barycenters)
F
fit() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesResampler method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
fit_predict() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
fit_transform() (tslearn.clustering.TimeSeriesKMeans method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesResampler method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
from_cesium_dataset() (in module tslearn.utils)
from_hdf5() (tslearn.clustering.KernelKMeans class method)
(tslearn.clustering.KShape class method)
(tslearn.clustering.TimeSeriesKMeans class method)
(tslearn.matrix_profile.MatrixProfile class method)
(tslearn.neighbors.KNeighborsTimeSeries class method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier class method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation class method)
(tslearn.piecewise.PiecewiseAggregateApproximation class method)
(tslearn.piecewise.SymbolicAggregateApproximation class method)
(tslearn.shapelets.LearningShapelets class method)
from_json() (tslearn.clustering.KernelKMeans class method)
(tslearn.clustering.KShape class method)
(tslearn.clustering.TimeSeriesKMeans class method)
(tslearn.matrix_profile.MatrixProfile class method)
(tslearn.neighbors.KNeighborsTimeSeries class method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier class method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation class method)
(tslearn.piecewise.PiecewiseAggregateApproximation class method)
(tslearn.piecewise.SymbolicAggregateApproximation class method)
(tslearn.shapelets.LearningShapelets class method)
from_pickle() (tslearn.clustering.KernelKMeans class method)
(tslearn.clustering.KShape class method)
(tslearn.clustering.TimeSeriesKMeans class method)
(tslearn.matrix_profile.MatrixProfile class method)
(tslearn.neighbors.KNeighborsTimeSeries class method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier class method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation class method)
(tslearn.piecewise.PiecewiseAggregateApproximation class method)
(tslearn.piecewise.SymbolicAggregateApproximation class method)
(tslearn.shapelets.LearningShapelets class method)
from_pyflux_dataset() (in module tslearn.utils)
from_pyts_dataset() (in module tslearn.utils)
from_seglearn_dataset() (in module tslearn.utils)
from_sktime_dataset() (in module tslearn.utils)
from_stumpy_dataset() (in module tslearn.utils)
from_tsfresh_dataset() (in module tslearn.utils)
G
gak() (in module tslearn.metrics)
gamma_soft_dtw() (in module tslearn.metrics)
get_cluster_probas() (tslearn.early_classification.NonMyopicEarlyClassifier method)
get_metadata_routing() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
get_params() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
get_weights() (tslearn.shapelets.LearningShapelets method)
grabocka_params_to_shapelet_size_dict() (in module tslearn.shapelets)
I
inverse_transform() (tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
K
KernelKMeans (class in tslearn.clustering)
kneighbors() (tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
kneighbors_graph() (tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
KNeighborsTimeSeries (class in tslearn.neighbors)
KNeighborsTimeSeriesClassifier (class in tslearn.neighbors)
KNeighborsTimeSeriesRegressor (class in tslearn.neighbors)
KShape (class in tslearn.clustering)
L
lb_envelope() (in module tslearn.metrics)
lb_keogh() (in module tslearn.metrics)
lcss() (in module tslearn.metrics)
lcss_path() (in module tslearn.metrics)
lcss_path_from_metric() (in module tslearn.metrics)
LearningShapelets (class in tslearn.shapelets)
list_cached_datasets() (tslearn.datasets.UCR_UEA_datasets method)
list_datasets() (tslearn.datasets.CachedDatasets method)
(tslearn.datasets.UCR_UEA_datasets method)
list_multivariate_datasets() (tslearn.datasets.UCR_UEA_datasets method)
list_univariate_datasets() (tslearn.datasets.UCR_UEA_datasets method)
load_dataset() (tslearn.datasets.CachedDatasets method)
(tslearn.datasets.UCR_UEA_datasets method)
load_time_series_txt() (in module tslearn.utils)
locate() (tslearn.shapelets.LearningShapelets method)
M
MatrixProfile (class in tslearn.matrix_profile)
module
tslearn.barycenters
tslearn.clustering
tslearn.datasets
tslearn.early_classification
tslearn.generators
tslearn.matrix_profile
tslearn.metrics
tslearn.neighbors
tslearn.neural_network
tslearn.piecewise
tslearn.preprocessing
tslearn.shapelets
tslearn.svm
tslearn.utils
N
NonMyopicEarlyClassifier (class in tslearn.early_classification)
O
OneD_SymbolicAggregateApproximation (class in tslearn.piecewise)
P
partial_fit() (tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
PiecewiseAggregateApproximation (class in tslearn.piecewise)
predict() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
predict_class_and_earliness() (tslearn.early_classification.NonMyopicEarlyClassifier method)
predict_log_proba() (tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.svm.TimeSeriesSVC method)
predict_proba() (tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
predict_proba_and_earliness() (tslearn.early_classification.NonMyopicEarlyClassifier method)
R
radius_neighbors() (tslearn.neighbors.KNeighborsTimeSeries method)
radius_neighbors_graph() (tslearn.neighbors.KNeighborsTimeSeries method)
random_walk_blobs() (in module tslearn.generators)
random_walks() (in module tslearn.generators)
S
save_time_series_txt() (in module tslearn.utils)
score() (tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
set_fit_request() (tslearn.clustering.KernelKMeans method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
set_output() (tslearn.clustering.TimeSeriesKMeans method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesResampler method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
set_params() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
set_partial_fit_request() (tslearn.neural_network.TimeSeriesMLPClassifier method)
set_score_request() (tslearn.early_classification.NonMyopicEarlyClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.neighbors.KNeighborsTimeSeriesRegressor method)
(tslearn.neural_network.TimeSeriesMLPClassifier method)
(tslearn.neural_network.TimeSeriesMLPRegressor method)
(tslearn.shapelets.LearningShapelets method)
(tslearn.svm.TimeSeriesSVC method)
(tslearn.svm.TimeSeriesSVR method)
set_weights() (tslearn.shapelets.LearningShapelets method)
shapelets_as_time_series_ (tslearn.shapelets.LearningShapelets property)
sigma_gak() (in module tslearn.metrics)
silhouette_score() (in module tslearn.clustering)
soft_dtw() (in module tslearn.metrics)
soft_dtw_alignment() (in module tslearn.metrics)
softdtw_barycenter() (in module tslearn.barycenters)
SoftDTWLossPyTorch() (in module tslearn.metrics)
subsequence_cost_matrix() (in module tslearn.metrics)
subsequence_path() (in module tslearn.metrics)
SymbolicAggregateApproximation (class in tslearn.piecewise)
T
TimeSeriesKMeans (class in tslearn.clustering)
TimeSeriesMLPClassifier (class in tslearn.neural_network)
TimeSeriesMLPRegressor (class in tslearn.neural_network)
TimeSeriesResampler (class in tslearn.preprocessing)
TimeSeriesScalerMeanVariance (class in tslearn.preprocessing)
TimeSeriesScalerMinMax (class in tslearn.preprocessing)
TimeSeriesSVC (class in tslearn.svm)
TimeSeriesSVR (class in tslearn.svm)
to_cesium_dataset() (in module tslearn.utils)
to_hdf5() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.shapelets.LearningShapelets method)
to_json() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.shapelets.LearningShapelets method)
to_pickle() (tslearn.clustering.KernelKMeans method)
(tslearn.clustering.KShape method)
(tslearn.clustering.TimeSeriesKMeans method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.neighbors.KNeighborsTimeSeries method)
(tslearn.neighbors.KNeighborsTimeSeriesClassifier method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.shapelets.LearningShapelets method)
to_pyflux_dataset() (in module tslearn.utils)
to_pyts_dataset() (in module tslearn.utils)
to_seglearn_dataset() (in module tslearn.utils)
to_sklearn_dataset() (in module tslearn.utils)
to_sktime_dataset() (in module tslearn.utils)
to_stumpy_dataset() (in module tslearn.utils)
to_time_series() (in module tslearn.utils)
to_time_series_dataset() (in module tslearn.utils)
to_tsfresh_dataset() (in module tslearn.utils)
transform() (tslearn.clustering.TimeSeriesKMeans method)
(tslearn.matrix_profile.MatrixProfile method)
(tslearn.piecewise.OneD_SymbolicAggregateApproximation method)
(tslearn.piecewise.PiecewiseAggregateApproximation method)
(tslearn.piecewise.SymbolicAggregateApproximation method)
(tslearn.preprocessing.TimeSeriesResampler method)
(tslearn.preprocessing.TimeSeriesScalerMeanVariance method)
(tslearn.preprocessing.TimeSeriesScalerMinMax method)
(tslearn.shapelets.LearningShapelets method)
ts_size() (in module tslearn.utils)
ts_zeros() (in module tslearn.utils)
tslearn.barycenters
module
tslearn.clustering
module
tslearn.datasets
module
tslearn.early_classification
module
tslearn.generators
module
tslearn.matrix_profile
module
tslearn.metrics
module
tslearn.neighbors
module
tslearn.neural_network
module
tslearn.piecewise
module
tslearn.preprocessing
module
tslearn.shapelets
module
tslearn.svm
module
tslearn.utils
module
U
UCR_UEA_datasets (class in tslearn.datasets)