API Reference

Contents:

• Decomposition class
  • CoupledMatrixFactorization
  • cmf_to_matrices()
  • cmf_to_matrix()
  • cmf_to_slice()
  • cmf_to_slices()
  • cmf_to_tensor()
  • cmf_to_unfolded()
  • cmf_to_vec()
• Factorizing a dataset
  • ADMMVars
  • DiagnosticMetrics
  • cmf_aoadmm()
  • compute_feasibility_gaps()
  • parafac2_aoadmm()
• Regularization penalties and constraints
  • ADMMPenalty
  • Box
  • GeneralizedL2Penalty
  • HardConstraintMixin
  • L1Penalty
  • L2Ball
  • LDSPenalty
  • MatricesPenalty
  • MatrixPenalty
  • NonNegativity
  • Parafac2
  • RowVectorPenalty
  • TemporalSmoothnessPenalty
  • TotalVariationPenalty
  • Unimodality
  • UnitSimplex
• Generating random coupled matrix factorizations
  • random_coupled_matrices()
• Example datasets
  • get_bike_data()
  • get_semiconductor_etch_machine_data()
  • get_semiconductor_etch_raw_data()
  • get_simple_simulated_data()