Index

_

__add__() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) __deepcopy__() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __eq__() (pyttb.create_problem.MissingData method) (pyttb.sptensor method) (pyttb.tensor.tensor method) __ge__() (pyttb.sptensor method) (pyttb.tensor.tensor method) __getitem__() (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) __gt__() (pyttb.sptensor method) (pyttb.tensor.tensor method) __hash__ (pyttb.create_problem.MissingData attribute) (pyttb.sptensor attribute) (pyttb.tensor.tensor attribute) __init__() (pyttb.create_problem.BaseProblem method) (pyttb.create_problem.CPProblem method) (pyttb.create_problem.ExistingCPSolution method) (pyttb.create_problem.ExistingSolution method) (pyttb.create_problem.ExistingTuckerSolution method) (pyttb.create_problem.MissingData method) (pyttb.create_problem.TuckerProblem method) (pyttb.gcp.optimizers.Adagrad method) (pyttb.gcp.optimizers.Adam method) (pyttb.gcp.optimizers.LBFGSB method) (pyttb.gcp.optimizers.LBFGSB.Monitor method) (pyttb.gcp.optimizers.StochasticSolver method) (pyttb.gcp.samplers.GCPSampler method) (pyttb.gcp.samplers.StratifiedCount method) (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __le__() (pyttb.sptensor method) (pyttb.tensor.tensor method) __lt__() (pyttb.sptensor method) (pyttb.tensor.tensor method) __mul__() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __ne__() (pyttb.sptensor method) (pyttb.tensor.tensor method)

__neg__() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __new__() (pyttb.create_problem.BaseProblem method) (pyttb.create_problem.CPProblem method) (pyttb.create_problem.ExistingCPSolution method) (pyttb.create_problem.ExistingSolution method) (pyttb.create_problem.ExistingTuckerSolution method) (pyttb.create_problem.TuckerProblem method) __pos__() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __pow__() (pyttb.tensor.tensor method) __radd__() (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) __repr__() (pyttb.create_problem.MissingData method) (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __rmul__() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __rsub__() (pyttb.tenmat method) __rtruediv__() (pyttb.sptensor method) (pyttb.tensor.tensor method) __setitem__() (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) __str__() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) __sub__() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) __truediv__() (pyttb.sptensor method) (pyttb.tensor.tensor method)

A

Adagrad (class in pyttb.gcp.optimizers) Adam (class in pyttb.gcp.optimizers)

allsubs() (pyttb.sptensor method) arrange() (pyttb.ktensor method)

B

BaseProblem (class in pyttb.create_problem) BERNOULLI_LOGIT (pyttb.gcp.handles.Objectives attribute) bernoulli_logit() (in module pyttb.gcp.handles) bernoulli_logit_grad() (in module pyttb.gcp.handles) BERNOULLI_ODDS (pyttb.gcp.handles.Objectives attribute)

bernoulli_odds() (in module pyttb.gcp.handles) bernoulli_odds_grad() (in module pyttb.gcp.handles) BETA (pyttb.gcp.handles.Objectives attribute) beta() (in module pyttb.gcp.handles) beta_grad() (in module pyttb.gcp.handles)

C

callback (pyttb.gcp.optimizers.LBFGSB.Monitor property) collapse() (pyttb.sptensor method) (pyttb.tensor.tensor method) contract() (pyttb.sptensor method) (pyttb.tensor.tensor method) copy() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method)

core_generator (pyttb.create_problem.TuckerProblem attribute) cp_als() (in module pyttb) cp_apr() (in module pyttb) CPProblem (class in pyttb.create_problem) create_problem() (in module pyttb.create_problem) crng (pyttb.gcp.samplers.GCPSampler property) ctranspose() (pyttb.tenmat method)

D

data (pyttb.tensor.tensor attribute) double() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method)

E

elemfun() (pyttb.sptensor method) estimate() (in module pyttb.gcp.fg_est) estimate_helper() (in module pyttb.gcp.fg_est) evaluate() (in module pyttb.gcp.fg) ExistingCPSolution (class in pyttb.create_problem)

ExistingSolution (class in pyttb.create_problem) ExistingTuckerSolution (class in pyttb.create_problem) exp() (pyttb.tensor.tensor method) export_data() (in module pyttb.export_data) extract() (pyttb.ktensor method) (pyttb.sptensor method)

F

factor_generator (pyttb.create_problem.BaseProblem attribute) (pyttb.create_problem.CPProblem attribute) (pyttb.create_problem.TuckerProblem attribute) find() (pyttb.sptensor method) (pyttb.tensor.tensor method) fixsigns() (pyttb.ktensor method) from_aggregator() (pyttb.sptensor class method) from_array() (pyttb.sptenmat class method) from_function() (pyttb.ktensor class method) (pyttb.sptensor class method) (pyttb.tensor.tensor class method)

from_vector() (pyttb.ktensor class method) full() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method) function_sample() (pyttb.gcp.samplers.GCPSampler method)

G

GAMMA (pyttb.gcp.handles.Objectives attribute) gamma() (in module pyttb.gcp.handles) gamma_grad() (in module pyttb.gcp.handles) gather_wrap_dims() (in module pyttb.pyttb_utils) GAUSSIAN (pyttb.gcp.handles.Objectives attribute) gaussian() (in module pyttb.gcp.handles)

gaussian_grad() (in module pyttb.gcp.handles) gcp_opt() (in module pyttb) GCPSampler (class in pyttb.gcp.samplers) get_index_variant() (in module pyttb.pyttb_utils) get_mttkrp_factors() (in module pyttb.pyttb_utils) get_pattern() (pyttb.create_problem.MissingData method) gradient_sample() (pyttb.gcp.samplers.GCPSampler method)

H

has_missing() (pyttb.create_problem.MissingData method) hosvd() (in module pyttb)

HUBER (pyttb.gcp.handles.Objectives attribute) huber() (in module pyttb.gcp.handles) huber_grad() (in module pyttb.gcp.handles)

I

import_data() (in module pyttb.import_data) IndexVariant (class in pyttb.pyttb_utils) innerprod() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method) isequal() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method)

islogical() (in module pyttb.pyttb_utils) isrow() (in module pyttb.pyttb_utils) issymmetric() (pyttb.ktensor method) (pyttb.tensor.tensor method) isvector() (in module pyttb.pyttb_utils)

K

khatrirao() (in module pyttb.khatrirao)

ktensor (class in pyttb)

L

LBFGSB (class in pyttb.gcp.optimizers) LBFGSB.Monitor (class in pyttb.gcp.optimizers) logical_and() (pyttb.sptensor method) (pyttb.tensor.tensor method) logical_not() (pyttb.sptensor method) (pyttb.tensor.tensor method)

logical_or() (pyttb.sptensor method) (pyttb.tensor.tensor method) logical_xor() (pyttb.sptensor method) (pyttb.tensor.tensor method)

M

mask() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.tensor.tensor method) matlab_print() (in module pyttb.matlab.matlab_support) MemoryLayout (in module pyttb.pyttb_utils) min_split() (in module pyttb.tensor) missing_pattern (pyttb.create_problem.MissingData attribute) missing_ratio (pyttb.create_problem.MissingData attribute) MissingData (class in pyttb.create_problem) module pyttb.gcp.fg pyttb.gcp.fg_est pyttb.gcp.fg_setup pyttb.gcp.handles pyttb.gcp.optimizers pyttb.gcp.samplers pyttb.pyttb_utils pyttb.tensor

mttkrp() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method) mttkrps() (pyttb.tensor.tensor method) mttv_left() (in module pyttb.tensor) mttv_mid() (in module pyttb.tensor)

N

ncomponents (pyttb.ktensor property) ndims (pyttb.ktensor property) (pyttb.sptensor property) (pyttb.sumtensor property) (pyttb.tenmat property) (pyttb.tensor.tensor property) (pyttb.ttensor property) NEGATIVE_BINOMIAL (pyttb.gcp.handles.Objectives attribute) negative_binomial() (in module pyttb.gcp.handles) negative_binomial_grad() (in module pyttb.gcp.handles) nnz (pyttb.sptenmat property) (pyttb.sptensor property) (pyttb.tensor.tensor property) noise (pyttb.create_problem.BaseProblem attribute) (pyttb.create_problem.CPProblem attribute) (pyttb.create_problem.ExistingCPSolution attribute) (pyttb.create_problem.ExistingSolution attribute) (pyttb.create_problem.ExistingTuckerSolution attribute) (pyttb.create_problem.TuckerProblem attribute)

nonzeros() (in module pyttb.gcp.samplers) norm() (pyttb.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor.tensor method) (pyttb.ttensor method) normalize() (pyttb.ktensor method) np_to_python() (in module pyttb.pyttb_utils) num_factors (pyttb.create_problem.BaseProblem attribute) (pyttb.create_problem.CPProblem attribute) (pyttb.create_problem.TuckerProblem attribute) num_nonzeros (pyttb.gcp.samplers.StratifiedCount attribute) num_zeros (pyttb.gcp.samplers.StratifiedCount attribute) nvecs() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method)

O

Objectives (class in pyttb.gcp.handles) OneDArray (in module pyttb.pyttb_utils) ones() (pyttb.sptensor method) order (pyttb.ktensor property) (pyttb.sptenmat property) (pyttb.sptensor property) (pyttb.sumtensor property) (pyttb.tenmat property) (pyttb.tensor.tensor property) (pyttb.ttensor property)

P

parse_one_d() (in module pyttb.pyttb_utils) parse_shape() (in module pyttb.pyttb_utils) permute() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method) POISSON (pyttb.gcp.handles.Objectives attribute) poisson() (in module pyttb.gcp.handles) poisson_grad() (in module pyttb.gcp.handles) POISSON_LOG (pyttb.gcp.handles.Objectives attribute) poisson_log() (in module pyttb.gcp.handles) poisson_log_grad() (in module pyttb.gcp.handles) pyttb.gcp.fg module

pyttb.gcp.fg_est module pyttb.gcp.fg_setup module pyttb.gcp.handles module pyttb.gcp.optimizers module pyttb.gcp.samplers module pyttb.pyttb_utils module pyttb.tensor module

R

raise_symmetric() (pyttb.create_problem.MissingData method) RAYLEIGH (pyttb.gcp.handles.Objectives attribute) rayleigh() (in module pyttb.gcp.handles) rayleigh_grad() (in module pyttb.gcp.handles)

reconstruct() (pyttb.ttensor method) redistribute() (pyttb.ktensor method) reshape() (pyttb.sptensor method) (pyttb.tensor.tensor method)

S

Samplers (class in pyttb.gcp.samplers) scale() (pyttb.sptensor method) (pyttb.tensor.tensor method) score() (pyttb.ktensor method) semistrat() (in module pyttb.gcp.samplers) SEMISTRATIFIED (pyttb.gcp.samplers.Samplers attribute) set_failed_epoch() (pyttb.gcp.optimizers.Adagrad method) (pyttb.gcp.optimizers.Adam method) (pyttb.gcp.optimizers.SGD method) (pyttb.gcp.optimizers.StochasticSolver method) setup() (in module pyttb.gcp.fg_setup) SGD (class in pyttb.gcp.optimizers) Shape (in module pyttb.pyttb_utils) shape (pyttb.create_problem.BaseProblem attribute) (pyttb.create_problem.CPProblem attribute) (pyttb.create_problem.TuckerProblem attribute) (pyttb.ktensor property) (pyttb.sptenmat property) (pyttb.sumtensor property) (pyttb.tenmat property) (pyttb.tensor.tensor attribute) (pyttb.ttensor property) solution (pyttb.create_problem.ExistingCPSolution attribute) (pyttb.create_problem.ExistingSolution attribute) (pyttb.create_problem.ExistingTuckerSolution attribute)

solve() (pyttb.gcp.optimizers.LBFGSB method) (pyttb.gcp.optimizers.StochasticSolver method) sparse_generation (pyttb.create_problem.ExistingCPSolution attribute) sparse_model (pyttb.create_problem.MissingData attribute) spmatrix() (pyttb.sptensor method) sptendiag() (in module pyttb) sptenmat (class in pyttb) sptenrand() (in module pyttb) sptensor (class in pyttb) squash() (pyttb.sptensor method) squeeze() (pyttb.sptensor method) (pyttb.tensor.tensor method) StochasticSolver (class in pyttb.gcp.optimizers) STRATIFIED (pyttb.gcp.samplers.Samplers attribute) stratified() (in module pyttb.gcp.samplers) StratifiedCount (class in pyttb.gcp.samplers) subdims() (pyttb.sptensor method) sumtensor (class in pyttb) symmetric (pyttb.create_problem.BaseProblem attribute) (pyttb.create_problem.CPProblem attribute) (pyttb.create_problem.TuckerProblem attribute) symmetrize() (pyttb.ktensor method) (pyttb.tensor.tensor method)

T

tendiag() (in module pyttb) (in module pyttb.tensor) teneye() (in module pyttb) (in module pyttb.tensor) tenfun() (pyttb.tensor.tensor method) tenfun_binary() (pyttb.tensor.tensor method) tenfun_unary() (pyttb.tensor.tensor method) tenmat (class in pyttb) tenones() (in module pyttb) (in module pyttb.tensor) tenrand() (in module pyttb) (in module pyttb.tensor) tensor (class in pyttb.tensor) tenzeros() (in module pyttb) (in module pyttb.tensor) to_memory_order() (in module pyttb.pyttb_utils) to_sptenmat() (pyttb.sptensor method) to_sptensor() (pyttb.sptenmat method) (pyttb.tensor.tensor method) to_tenmat() (pyttb.ktensor method) (pyttb.tensor.tensor method) to_tensor() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.ttensor method) tolist() (pyttb.ktensor method)

tovec() (pyttb.ktensor method) tt_dimscheck() (in module pyttb.pyttb_utils) tt_ind2sub() (in module pyttb.pyttb_utils) tt_intersect_rows() (in module pyttb.pyttb_utils) tt_irenumber() (in module pyttb.pyttb_utils) tt_ismember_rows() (in module pyttb.pyttb_utils) tt_renumber() (in module pyttb.pyttb_utils) tt_renumberdim() (in module pyttb.pyttb_utils) tt_setdiff_rows() (in module pyttb.pyttb_utils) tt_sizecheck() (in module pyttb.pyttb_utils) tt_sub2ind() (in module pyttb.pyttb_utils) tt_subscheck() (in module pyttb.pyttb_utils) tt_subsubsref() (in module pyttb.pyttb_utils) tt_union_rows() (in module pyttb.pyttb_utils) tt_valscheck() (in module pyttb.pyttb_utils) ttensor (class in pyttb) ttm() (pyttb.sptensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method) ttsv() (pyttb.tensor.tensor method) ttt() (pyttb.tensor.tensor method) ttv() (pyttb.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tensor.tensor method) (pyttb.ttensor method) tucker_als() (in module pyttb) TuckerProblem (class in pyttb.create_problem)

U

UNIFORM (pyttb.gcp.samplers.Samplers attribute) uniform() (in module pyttb.gcp.samplers) update() (pyttb.ktensor method)

update_step() (pyttb.gcp.optimizers.Adagrad method) (pyttb.gcp.optimizers.Adam method) (pyttb.gcp.optimizers.SGD method) (pyttb.gcp.optimizers.StochasticSolver method)

V

valid_binary() (in module pyttb.gcp.fg_setup) valid_natural() (in module pyttb.gcp.fg_setup)

valid_nonneg() (in module pyttb.gcp.fg_setup) viz() (pyttb.ktensor method)

W

weight_generator (pyttb.create_problem.CPProblem attribute)

Z

zeros() (in module pyttb.gcp.samplers)