Index

A

add_infty_bins() (in module ttml.utils) apply_grad() (ttml.tensor_train.TensorTrain method)

apply_gradient_gauge_conditions() (ttml.tensor_train.TensorTrain method) armijo_backtracking() (in module ttml.tt_rlinesearch)

B

bb_stepsize() (ttml.tt_rlinesearch.TensorTrainLineSearch method)

C

cg_constant() (ttml.tt_rlinesearch.TensorTrainLineSearch method) cg_fletcher_reeves() (ttml.tt_rlinesearch.TensorTrainLineSearch method) contract_cores() (in module ttml.tensor_train)

convert_backend() (in module ttml.utils) (ttml.tensor_train.TensorTrain method) (ttml.tensor_train.TensorTrainTangentVector method) convert_backend_cores() (in module ttml.utils)

D

dematricize() (in module ttml.utils)

dense() (ttml.tensor_train.TensorTrain method) dot() (ttml.tensor_train.TensorTrain method)

E

egrad() (ttml.tt_opt.TensorTrainOptimizer method)

estimator_to_tt_cross() (in module ttml.tt_cross) expand_thresholds() (ttml.ttml.TTML method)

F

fast_gather() (ttml.tensor_train.TensorTrain method)

fit() (ttml.ttml.TTML class method) from_tree() (ttml.ttml.TTML class method)

G

gather() (ttml.tensor_train.TensorTrain method)

grad_proj() (ttml.tensor_train.TensorTrain method)

I

idx_env() (ttml.tensor_train.TensorTrain method) increase_rank() (ttml.tensor_train.TensorTrain method)

index_function_wrapper() (in module ttml.tt_cross) index_function_wrapper_with_cache() (in module ttml.tt_cross) inner() (ttml.tensor_train.TensorTrainTangentVector method)

L

loss() (ttml.tt_opt.TensorTrainOptimizer method)

M

matricize() (in module ttml.utils) maxvol() (in module ttml.tt_cross) merge_sum() (in module ttml.utils) module ttml._tensor_train_doc ttml.tensor_train ttml.tt_cross ttml.tt_opt ttml.tt_radam ttml.tt_rlinesearch ttml.ttml ttml.utils

O

orthogonalize() (ttml.tensor_train.TensorTrain method)

P

plot_linesearch() (ttml.tt_rlinesearch.TensorTrainLineSearch method) predict() (ttml.ttml.TTML method)

predict_logit() (in module ttml.utils) project_sorted() (in module ttml.utils)

Q

quasi_optimal_stepsize() (ttml.tt_rlinesearch.TensorTrainLineSearch method)

R

random() (ttml.tensor_train.TensorTrain class method) (ttml.tensor_train.TensorTrainTangentVector class method) random_from_data() (ttml.ttml.TTML class method)

random_idx() (in module ttml.utils) random_normal() (in module ttml.utils) rgrad_sparse() (ttml.tensor_train.TensorTrain method) round() (ttml.tensor_train.TensorTrain method)

S

sing_vals() (ttml.tensor_train.TensorTrain method) step() (ttml.tt_opt.TensorTrainOptimizer method) (ttml.tt_radam.TensorTrainSGD method) (ttml.tt_rlinesearch.TensorTrainLineSearch method)

strong_wolfe_line_search() (in module ttml.tt_rlinesearch)

T

TensorTrain (class in ttml.tensor_train) TensorTrainLineSearch (class in ttml.tt_rlinesearch) TensorTrainOptimizer (class in ttml.tt_opt) TensorTrainSGD (class in ttml.tt_radam) TensorTrainTangentVector (class in ttml.tensor_train) thresholds_from_data() (in module ttml.utils) (ttml.ttml.TTML static method) to_eucl() (ttml.tensor_train.TensorTrainTangentVector method) to_tt() (ttml.tensor_train.TensorTrainTangentVector method) tree_to_tt() (ttml.ttml.TTML static method) trim_ranks() (in module ttml.utils) tt_cross_dmrg() (in module ttml.tt_cross) tt_cross_regular() (in module ttml.tt_cross) tt_proj() (ttml.tensor_train.TensorTrain method) TTLS (in module ttml.tt_rlinesearch) TTML (class in ttml.ttml) ttml._tensor_train_doc module

ttml.tensor_train module ttml.tt_cross module ttml.tt_opt module ttml.tt_radam module ttml.tt_rlinesearch module ttml.ttml module ttml.utils module TTMLClassifier (class in ttml.ttml) TTMLEstimator (class in ttml.ttml) TTMLRegressor (class in ttml.ttml)

U

univariate_kmeans() (in module ttml.utils)