MatCoupLy
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Contents:
About MatCoupLy
Installing MatCoupLy
What are coupled matrix factorizations?
Fitting coupled matrix factorization models
Gallery of examples
Example notebooks
API Reference
Contribution guidelines
References
MatCoupLy
Index
Edit on GitHub
Index
A
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B
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C
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D
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F
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G
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H
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I
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L
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M
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N
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P
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R
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S
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T
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U
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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty 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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty 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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty 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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty 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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty method)
(matcouply.penalties.TotalVariationPenalty method)
(matcouply.penalties.Unimodality method)
(matcouply.penalties.UnitSimplex method)
L
L1Penalty (class in matcouply.penalties)
L2Ball (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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty 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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty 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.MatricesPenalty method)
(matcouply.penalties.MatrixPenalty method)
(matcouply.penalties.NonNegativity method)
(matcouply.penalties.Parafac2 method)
(matcouply.penalties.RowVectorPenalty method)
(matcouply.penalties.TotalVariationPenalty method)
(matcouply.penalties.Unimodality method)
(matcouply.penalties.UnitSimplex method)
T
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)
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