Index

A

access() (Tensor method)

B

BaseComponentPlot (class in hottbox.contrib.visualisation)

C

CMTF (class in hottbox.algorithms.decomposition.fusion) ComponentPlotCPD (class in hottbox.contrib.visualisation) ComponentPlotTKD (class in hottbox.contrib.visualisation) converged() (CMTF property) (CPD property) (HOOI property) (Parafac2 property) (RandomisedCPD property) copy() (CMTF method) (CPD method) (HOOI method) (HOSVD method) (Parafac2 method) (RandomisedCPD method) (Tensor method) (TensorCPD method) (TensorTKD method) (TensorTT method) (TTSVD method)

copy_modes() (Tensor method) (TensorCPD method) (TensorTKD method) (TensorTT method) core() (TensorCPD property) (TensorTKD property) (TensorTT method) cores() (TensorTT property) CPD (class in hottbox.algorithms.decomposition)

D

data() (Tensor property) decompose() (CMTF method) (CPD method) (HOOI method) (HOSVD method) (Parafac2 method) (RandomisedCPD method) (TTSVD method)

dense_tensor() (in module hottbox.utils.generation) describe() (Tensor method)

E

extend_available_plots() (BaseComponentPlot method)

F

fit() (LSSTM method) (TelVAC method) (TelVI method) fmat() (TensorCPD property) (TensorTKD property) fold() (in module hottbox.core) (Tensor method)

frob_norm() (Tensor property) ft_shape() (Tensor property) (TensorCPD property) (TensorTKD property) (TensorTT property)

G

gen_test_data() (in module hottbox.contrib.visualisation) gen_test_tensor_cpd() (in module hottbox.contrib.visualisation) get_params() (LSSTM method)

get_params_base_clf() (TelVAC method) (TelVI method) grid_search() (TelVAC method) (TelVI method)

H

hadamard() (in module hottbox.core) hankel_matrix() (in module hottbox.utils.generation) HOOI (class in hottbox.algorithms.decomposition) HOSVD (class in hottbox.algorithms.decomposition) hottbox.algorithms.classification (module) hottbox.algorithms.decomposition (module) hottbox.algorithms.decomposition.fusion (module) hottbox.contrib (module) hottbox.contrib.visualisation (module)

hottbox.core.operations (module) hottbox.core.structures (module) hottbox.datasets (module) hottbox.errors (module) hottbox.metrics (module) hottbox.pdtools (module) hottbox.rank (module) hottbox.utils.generation (module) hottbox.utils.validation (module)

I

in_normal_state() (Tensor property) is_super_symmetric() (in module hottbox.utils.validation)

is_toeplitz_matrix() (in module hottbox.utils.validation) is_toeplitz_tensor() (in module hottbox.utils.validation)

K

khatri_rao() (in module hottbox.core) kolda_fold() (in module hottbox.core)

kolda_unfold() (in module hottbox.core) kronecker() (in module hottbox.core)

L

LSSTM (class in hottbox.algorithms.classification)

M

make_clusters() (in module hottbox.datasets) mape() (in module hottbox.metrics) mlrank() (in module hottbox.rank) mode_n_product() (in module hottbox.core) (Tensor method) mode_names() (Tensor property) (TensorCPD property) (TensorTKD property) (TensorTT property)

ModeError (class in hottbox.errors) modes() (Tensor property) (TensorCPD property) (TensorTKD property) (TensorTT property) mse() (in module hottbox.metrics)

N

name() (CMTF property) (CPD property) (HOOI property) (HOSVD property) (Parafac2 property) (RandomisedCPD property) (TTSVD property)

O

order() (Tensor property) (TensorCPD property) (TensorTKD property) (TensorTT property)

P

Parafac2 (class in hottbox.algorithms.decomposition) pd_to_tensor() (in module hottbox.pdtools) predict() (LSSTM method) (TelVAC method) (TelVI method)

predict_proba() (LSSTM method) (TelVAC method) (TelVI method)

Q

quick_tensor() (in module hottbox.utils.generation) quick_tensorcpd() (in module hottbox.utils.generation)

quick_tensortkd() (in module hottbox.utils.generation) quick_tensortt() (in module hottbox.utils.generation)

R

RandomisedCPD (class in hottbox.algorithms.decomposition) rank() (TensorCPD property) (TensorTKD property) (TensorTT property) rankest() (in module hottbox.rank) reconstruct() (TensorCPD method) (TensorTKD method) (TensorTT method) reset_meta() (Tensor method) reset_mode_index() (Tensor method) (TensorCPD method) (TensorTKD method) (TensorTT method)

reset_mode_name() (Tensor method) (TensorCPD method) (TensorTKD method) (TensorTT method) residual_rel_error() (in module hottbox.metrics) residual_tensor() (in module hottbox.utils.generation) rmse() (in module hottbox.metrics)

S

sampled_khatri_rao() (in module hottbox.core) score() (LSSTM method) (TelVAC method) (TelVI method) set_mode_index() (Tensor method) (TensorCPD method) (TensorTKD method) (TensorTT method) set_mode_names() (Tensor method) (TensorCPD method) (TensorTKD method) (TensorTT method)

set_params() (LSSTM method) set_params_base_clf() (TelVAC method) (TelVI method) shape() (Tensor property) show_state() (Tensor method) size() (Tensor property) sparse_tensor() (in module hottbox.utils.generation) StateError (class in hottbox.errors) super_diag_tensor() (in module hottbox.utils.generation) super_diagonal_tensor() (in module hottbox.utils.generation) super_symmetric_tensor() (in module hottbox.utils.generation)

T

TelVAC (class in hottbox.algorithms.classification) TelVI (class in hottbox.algorithms.classification) Tensor (class in hottbox.core) tensor_to_pd() (in module hottbox.pdtools) TensorCPD (class in hottbox.core) TensorModeError (class in hottbox.errors) TensorShapeError (class in hottbox.errors)

TensorStateError (class in hottbox.errors) TensorTKD (class in hottbox.core) TensorTopologyError (class in hottbox.errors) TensorTT (class in hottbox.core) toeplitz_matrix() (in module hottbox.utils.generation) toeplitz_tensor() (in module hottbox.utils.generation) TTSVD (class in hottbox.algorithms.decomposition)

U

unfold() (in module hottbox.core) (Tensor method)

V

vectorise() (Tensor method)

W

write_subtensor() (Tensor method)