Index

_

__add__() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) __deepcopy__() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method) __eq__() (pyttb.sptensor method) (pyttb.tensor method) __ge__() (pyttb.sptensor method) (pyttb.tensor method) __getitem__() (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor method) __gt__() (pyttb.sptensor method) (pyttb.tensor method) __hash__ (pyttb.sptensor attribute) (pyttb.tensor attribute) __init__() (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) __le__() (pyttb.sptensor method) (pyttb.tensor method) __lt__() (pyttb.sptensor method) (pyttb.tensor method) __mul__() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method) __ne__() (pyttb.sptensor method) (pyttb.tensor method) __neg__() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method)

__pos__() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method) __pow__() (pyttb.tensor method) __radd__() (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) __repr__() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method) __rmul__() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method) __rsub__() (pyttb.tenmat method) __rtruediv__() (pyttb.sptensor method) (pyttb.tensor method) __setitem__() (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor method) __str__() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method) __sub__() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.tenmat method) (pyttb.tensor method) __truediv__() (pyttb.sptensor method) (pyttb.tensor method)

A

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

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

B

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

calc_grad() (in module pyttb.cp_apr) calc_partials() (in module pyttb.cp_apr) calculate_phi() (in module pyttb.cp_apr) calculate_pi() (in module pyttb.cp_apr) callback (pyttb.gcp.optimizers.LBFGSB.Monitor property) collapse() (pyttb.sptensor method) (pyttb.tensor method) contract() (pyttb.sptensor method) (pyttb.tensor method) copy() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.tensor method) (pyttb.ttensor method)

cp_als() (in module pyttb.cp_als) cp_apr() (in module pyttb.cp_apr) crng (pyttb.gcp.samplers.GCPSampler property) ctranspose() (pyttb.tenmat method)

D

double() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.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) exp() (pyttb.tensor method) extract() (pyttb.ktensor.ktensor method) (pyttb.sptensor method)

F

find() (pyttb.sptensor method) (pyttb.tensor method) fixsigns() (pyttb.ktensor.ktensor method) from_aggregator() (pyttb.sptensor class method) from_array() (pyttb.sptenmat class method) from_function() (pyttb.ktensor.ktensor class method) (pyttb.sptensor class method) (pyttb.tensor class method)

from_vector() (pyttb.ktensor.ktensor class method) full() (pyttb.ktensor.ktensor method) (pyttb.sptenmat method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.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.gcp_opt) GCPSampler (class in pyttb.gcp.samplers) get_hessian() (in module pyttb.cp_apr) get_index_variant() (in module pyttb.pyttb_utils) get_mttkrp_factors() (in module pyttb.pyttb_utils) get_search_dir_pdnr() (in module pyttb.cp_apr) get_search_dir_pqnr() (in module pyttb.cp_apr) gradient_sample() (pyttb.gcp.samplers.GCPSampler method)

H

hosvd() (in module pyttb.hosvd) HUBER (pyttb.gcp.handles.Objectives attribute)

huber() (in module pyttb.gcp.handles) huber_grad() (in module pyttb.gcp.handles)

I

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

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

K

ktensor (class in pyttb.ktensor)

L

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

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

M

mask() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.tensor method) module pyttb.cp_als pyttb.cp_apr pyttb.gcp.fg pyttb.gcp.fg_est pyttb.gcp.fg_setup pyttb.gcp.handles pyttb.gcp.optimizers pyttb.gcp.samplers pyttb.gcp_opt pyttb.hosvd pyttb.ktensor pyttb.pyttb_utils pyttb.tucker_als

mttkrp() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tensor method) (pyttb.ttensor method) mttkrps() (pyttb.tensor method)

N

ncomponents (pyttb.ktensor.ktensor property) ndims (pyttb.ktensor.ktensor property) (pyttb.sptensor property) (pyttb.sumtensor property) (pyttb.tenmat property) (pyttb.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 property) nonzeros() (in module pyttb.gcp.samplers)

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

O

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

P

parse_one_d() (in module pyttb.pyttb_utils) parse_shape() (in module pyttb.pyttb_utils) permute() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.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.cp_als module pyttb.cp_apr module 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.gcp_opt module pyttb.hosvd module pyttb.ktensor module pyttb.pyttb_utils module pyttb.tucker_als module

R

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.ktensor method) reshape() (pyttb.sptensor method) (pyttb.tensor method)

S

Samplers (class in pyttb.gcp.samplers) scale() (pyttb.sptensor method) (pyttb.tensor method) score() (pyttb.ktensor.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 (pyttb.ktensor.ktensor property) (pyttb.sptenmat property) (pyttb.sumtensor property) (pyttb.tenmat property) (pyttb.ttensor property)

solve() (pyttb.gcp.optimizers.LBFGSB method) (pyttb.gcp.optimizers.StochasticSolver method) spmatrix() (pyttb.sptensor method) sptenmat (class in pyttb) sptensor (class in pyttb) squash() (pyttb.sptensor method) squeeze() (pyttb.sptensor method) (pyttb.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) symmetrize() (pyttb.ktensor.ktensor method) (pyttb.tensor method)

T

tenfun() (pyttb.tensor method) tenfun_binary() (pyttb.tensor method) tenfun_unary() (pyttb.tensor method) tenmat (class in pyttb) tensor (class in pyttb) to_memory_order() (in module pyttb.pyttb_utils) to_sptenmat() (pyttb.sptensor method) to_sptensor() (pyttb.sptenmat method) (pyttb.tensor method) to_tenmat() (pyttb.ktensor.ktensor method) (pyttb.tensor method) to_tensor() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tenmat method) (pyttb.ttensor method) tolist() (pyttb.ktensor.ktensor method) tovec() (pyttb.ktensor.ktensor method) tt_calcpi_prowsubprob() (in module pyttb.cp_apr) tt_cp_apr_mu() (in module pyttb.cp_apr) tt_cp_apr_pdnr() (in module pyttb.cp_apr) tt_cp_apr_pqnr() (in module pyttb.cp_apr) 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_linesearch_prowsubprob() (in module pyttb.cp_apr) tt_loglikelihood() (in module pyttb.cp_apr) tt_loglikelihood_row() (in module pyttb.cp_apr) 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 method) (pyttb.ttensor method) ttsv() (pyttb.tensor method) ttt() (pyttb.tensor method) ttv() (pyttb.ktensor.ktensor method) (pyttb.sptensor method) (pyttb.sumtensor method) (pyttb.tensor method) (pyttb.ttensor method) tucker_als() (in module pyttb.tucker_als)

U

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

Z

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