decompy package

Subpackages

• decompy.interfaces package
  • Submodules
  • decompy.interfaces.lsnresult module
    • LSNResult
  • decompy.interfaces.pcaresult module
    • PCAResult
  • decompy.interfaces.rankfactorresult module
    • RankFactorizationResult
  • decompy.interfaces.svdresult module
    • SVDResult
  • Module contents
    • LSNResult
    • PCAResult
    • RankFactorizationResult
    • SVDResult
• decompy.matrix_factorization package
  • Submodules
  • decompy.matrix_factorization.adm module
    • AlternatingDirectionMethod
  • decompy.matrix_factorization.alm module
    • AugmentedLagrangianMethod
  • decompy.matrix_factorization.ealm module
    • ExactAugmentedLagrangianMethod
  • decompy.matrix_factorization.fpcp module
    • FastPrincipalComponentPursuit
  • decompy.matrix_factorization.ialm module
    • InexactAugmentedLagrangianMethod
  • decompy.matrix_factorization.mest module
  • decompy.matrix_factorization.op module
    • OutlierPursuit
  • decompy.matrix_factorization.pcp module
    • PrincipalComponentPursuit
  • decompy.matrix_factorization.rsvddpd module
    • RobustSVDDensityPowerDivergence
  • decompy.matrix_factorization.svt module
    • SingularValueThresholding
  • decompy.matrix_factorization.vbrpca module
    • VariationalBayes
  • Module contents
    • ActiveSubspaceRobustPCA
    • AlternatingDirectionMethod
    • AugmentedLagrangianMethod
    • DualRobustPCA
    • ExactAugmentedLagrangianMethod
    • FastPrincipalComponentPursuit
    • GrassmannAverage
    • InexactAugmentedLagrangianMethod
    • L1Filtering
    • LinearizedADMAdaptivePenalty
    • MixtureOfGaussianRobustPCA
    • OutlierPursuit
    • PrincipalComponentPursuit
    • RegulaizedL1AugmentedLagrangianMethod
    • RobustSVDDensityPowerDivergence
    • SingularValueThresholding
    • SymmetricAlternatingDirectionALM
    • VariationalBayes
• decompy.rankmethods package
  • Submodules
  • decompy.rankmethods.bayes module
    • rank_hoffbayes()
  • decompy.rankmethods.cvrank module
    • rank_bcv()
    • rank_gabriel()
    • rank_separate_rowcol()
  • decompy.rankmethods.penalized module
    • rank_DIC()
    • rank_bai_ng()
    • rank_classical_ic()
    • rank_elbow()
  • Module contents
    • rank_DIC()
    • rank_bai_ng()
    • rank_bcv()
    • rank_classical_ic()
    • rank_elbow()
    • rank_gabriel()
    • rank_hoffbayes()
    • rank_separate_rowcol()
• decompy.utils package
  • Submodules
  • decompy.utils.bayesmethods module
    • ldxl()
    • ln2moment()
    • rW()
    • rXL()
    • rmf_matrix()
    • rmf_vector()
  • decompy.utils.constants module
  • decompy.utils.matrixmethods module
    • accum_cv_metric()
    • extract_submatrix()
    • g_inverse()
  • decompy.utils.rootmethods module
    • roots_cubic()
    • roots_quartic()
  • decompy.utils.simmethods module
    • generate_LSN()
  • decompy.utils.validations module
    • check_binary_matrix()
    • check_real_matrix()
    • is_decreasing()
    • is_increasing()
  • Module contents

Module contents