Index

A

ADMMPenalty (class in matcouply.penalties) ADMMVars (class in matcouply.decomposition) aux_as_matrix() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

auxes (matcouply.decomposition.ADMMVars attribute) auxes_as_matrices() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

B

Box (class in matcouply.penalties)

C

cmf_aoadmm() (in module matcouply.decomposition) cmf_to_matrices() (in module matcouply.coupled_matrices) cmf_to_matrix() (in module matcouply.coupled_matrices) cmf_to_slice() (in module matcouply.coupled_matrices) cmf_to_slices() (in module matcouply.coupled_matrices)

cmf_to_tensor() (in module matcouply.coupled_matrices) cmf_to_unfolded() (in module matcouply.coupled_matrices) cmf_to_vec() (in module matcouply.coupled_matrices) compute_feasibility_gaps() (in module matcouply.decomposition) CoupledMatrixFactorization (class in matcouply.coupled_matrices)

D

DiagnosticMetrics (class in matcouply.decomposition)

duals (matcouply.decomposition.ADMMVars attribute)

F

factor_matrices_update() (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method) factor_matrix_row_update() (matcouply.penalties.Box method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.RowVectorPenalty method)

factor_matrix_update() (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method) feasibility_gaps (matcouply.decomposition.DiagnosticMetrics attribute) from_CPTensor() (matcouply.coupled_matrices.CoupledMatrixFactorization class method) from_Parafac2Tensor() (matcouply.coupled_matrices.CoupledMatrixFactorization class method)

G

GeneralizedL2Penalty (class in matcouply.penalties) get_bike_data() (in module matcouply.data)

get_semiconductor_etch_machine_data() (in module matcouply.data) get_semiconductor_etch_raw_data() (in module matcouply.data) get_simple_simulated_data() (in module matcouply.data)

H

HardConstraintMixin (class in matcouply.penalties)

I

init_aux() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

init_dual() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

L

L1Penalty (class in matcouply.penalties)

L2Ball (class in matcouply.penalties) LDSPenalty (class in matcouply.penalties)

M

matcouply.coupled_matrices module matcouply.data module matcouply.decomposition module matcouply.penalties module matcouply.random module

MatricesPenalty (class in matcouply.penalties) MatrixPenalty (class in matcouply.penalties) message (matcouply.decomposition.DiagnosticMetrics attribute) module matcouply.coupled_matrices matcouply.data matcouply.decomposition matcouply.penalties matcouply.random

N

n_iter (matcouply.decomposition.DiagnosticMetrics attribute)

NonNegativity (class in matcouply.penalties)

P

Parafac2 (class in matcouply.penalties) parafac2_aoadmm() (in module matcouply.decomposition) penalty() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.HardConstraintMixin method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

R

random_coupled_matrices() (in module matcouply.random) rec_errors (matcouply.decomposition.DiagnosticMetrics attribute)

regularized_loss (matcouply.decomposition.DiagnosticMetrics attribute) RowVectorPenalty (class in matcouply.penalties)

S

satisfied_feasibility_condition (matcouply.decomposition.DiagnosticMetrics attribute) satisfied_stopping_condition (matcouply.decomposition.DiagnosticMetrics attribute) subtract_from_aux() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

subtract_from_auxes() (matcouply.penalties.ADMMPenalty method) (matcouply.penalties.Box method) (matcouply.penalties.GeneralizedL2Penalty method) (matcouply.penalties.L1Penalty method) (matcouply.penalties.L2Ball method) (matcouply.penalties.LDSPenalty method) (matcouply.penalties.MatricesPenalty method) (matcouply.penalties.MatrixPenalty method) (matcouply.penalties.NonNegativity method) (matcouply.penalties.Parafac2 method) (matcouply.penalties.RowVectorPenalty method) (matcouply.penalties.TemporalSmoothnessPenalty method) (matcouply.penalties.TotalVariationPenalty method) (matcouply.penalties.Unimodality method) (matcouply.penalties.UnitSimplex method)

T

TemporalSmoothnessPenalty (class in matcouply.penalties) to_matrices() (matcouply.coupled_matrices.CoupledMatrixFactorization method) to_matrix() (matcouply.coupled_matrices.CoupledMatrixFactorization method)

to_tensor() (matcouply.coupled_matrices.CoupledMatrixFactorization method) to_unfolded() (matcouply.coupled_matrices.CoupledMatrixFactorization method) to_vec() (matcouply.coupled_matrices.CoupledMatrixFactorization method) TotalVariationPenalty (class in matcouply.penalties)

U

Unimodality (class in matcouply.penalties)

UnitSimplex (class in matcouply.penalties)