skrmt package

Subpackages

• skrmt.denoise package
  • Submodules
  • skrmt.denoise.metrics module
  • skrmt.denoise.mp_pca module
  • skrmt.denoise.utils module
  • Module contents
• skrmt.ensemble package
  • Submodules
  • skrmt.ensemble.base_ensemble module
    • BaseEnsemble
      • BaseEnsemble.matrix
      • BaseEnsemble._eigvals
      • BaseEnsemble.eigval_norm_cost
      • BaseEnsemble.__str__()
      • BaseEnsemble.eigval_hist()
      • BaseEnsemble.eigvals()
      • BaseEnsemble.joint_eigval_pdf()
      • BaseEnsemble.plot_eigval_hist()
      • BaseEnsemble.resample()
      • BaseEnsemble.sample()
  • skrmt.ensemble.circular_ensemble module
    • CircularEnsemble
      • CircularEnsemble.matrix
      • CircularEnsemble.beta
      • CircularEnsemble.n
      • CircularEnsemble.eigvals()
      • CircularEnsemble.joint_eigval_pdf()
      • CircularEnsemble.plot_eigval_hist()
      • CircularEnsemble.resample()
      • CircularEnsemble.sample()
  • skrmt.ensemble.gaussian_ensemble module
    • GaussianEnsemble
      • GaussianEnsemble.matrix
      • GaussianEnsemble.beta
      • GaussianEnsemble.n
      • GaussianEnsemble.tridiagonal_form
      • GaussianEnsemble.sigma
      • GaussianEnsemble.eigval_hist()
      • GaussianEnsemble.eigvals()
      • GaussianEnsemble.joint_eigval_pdf()
      • GaussianEnsemble.plot_eigval_hist()
      • GaussianEnsemble.resample()
      • GaussianEnsemble.sample()
      • GaussianEnsemble.sample_tridiagonal()
  • skrmt.ensemble.manova_ensemble module
    • ManovaEnsemble
      • ManovaEnsemble.matrix
      • ManovaEnsemble.beta
      • ManovaEnsemble.m
      • ManovaEnsemble.n1
      • ManovaEnsemble.n2
      • ManovaEnsemble.eigvals()
      • ManovaEnsemble.joint_eigval_pdf()
      • ManovaEnsemble.plot_eigval_hist()
      • ManovaEnsemble.resample()
      • ManovaEnsemble.sample()
  • skrmt.ensemble.misc module
    • get_bins_centers_and_contour()
    • get_logger()
    • indicator()
    • plot_func()
    • relu()
  • skrmt.ensemble.spectral_law module
    • ManovaSpectrumDistribution
      • ManovaSpectrumDistribution.a
      • ManovaSpectrumDistribution.b
      • ManovaSpectrumDistribution.beta
      • ManovaSpectrumDistribution.sigma
      • ManovaSpectrumDistribution.lambda_minus
      • ManovaSpectrumDistribution.lambda_plus
      • ManovaSpectrumDistribution.plot_cdf()
      • ManovaSpectrumDistribution.plot_empirical_pdf()
      • ManovaSpectrumDistribution.plot_pdf()
    • MarchenkoPasturDistribution
      • MarchenkoPasturDistribution.ratio
      • MarchenkoPasturDistribution.beta
      • MarchenkoPasturDistribution.sigma
      • MarchenkoPasturDistribution.lambda_minus
      • MarchenkoPasturDistribution.lambda_plus
      • MarchenkoPasturDistribution.ARCTAN_OF_INFTY
      • MarchenkoPasturDistribution.plot_cdf()
      • MarchenkoPasturDistribution.plot_empirical_pdf()
      • MarchenkoPasturDistribution.plot_pdf()
    • TracyWidomDistribution
      • TracyWidomDistribution.beta
      • TracyWidomDistribution.plot_cdf()
      • TracyWidomDistribution.plot_empirical_pdf()
      • TracyWidomDistribution.plot_ensemble_max_eigvals()
      • TracyWidomDistribution.plot_pdf()
    • WignerSemicircleDistribution
      • WignerSemicircleDistribution.beta
      • WignerSemicircleDistribution.center
      • WignerSemicircleDistribution.sigma
      • WignerSemicircleDistribution.radius
      • WignerSemicircleDistribution.cdf()
      • WignerSemicircleDistribution.pdf()
      • WignerSemicircleDistribution.plot_cdf()
      • WignerSemicircleDistribution.plot_empirical_pdf()
      • WignerSemicircleDistribution.plot_pdf()
      • WignerSemicircleDistribution.rvs()
  • skrmt.ensemble.tracy_widom_approximator module
    • TW_Approximator
      • TW_Approximator.cdf()
      • TW_Approximator.pdf()
  • skrmt.ensemble.tridiagonal_utils module
    • householder_reduction()
    • tridiag_eigval_hist()
    • tridiag_eigval_neg()
  • skrmt.ensemble.utils module
    • plot_spectral_hist_and_law()
    • standard_vs_tridiag_hist()
  • skrmt.ensemble.wishart_ensemble module
    • WishartEnsemble
      • WishartEnsemble.matrix
      • WishartEnsemble.beta
      • WishartEnsemble.p
      • WishartEnsemble.n
      • WishartEnsemble.tridiagonal_form
      • WishartEnsemble.sigma
      • WishartEnsemble.eigval_hist()
      • WishartEnsemble.eigvals()
      • WishartEnsemble.joint_eigval_pdf()
      • WishartEnsemble.plot_eigval_hist()
      • WishartEnsemble.resample()
      • WishartEnsemble.sample()
      • WishartEnsemble.sample_tridiagonal()
  • Module contents
    • CircularEnsemble
      • CircularEnsemble.matrix
      • CircularEnsemble.beta
      • CircularEnsemble.n
      • CircularEnsemble.eigvals()
      • CircularEnsemble.joint_eigval_pdf()
      • CircularEnsemble.plot_eigval_hist()
      • CircularEnsemble.resample()
      • CircularEnsemble.sample()
    • GaussianEnsemble
      • GaussianEnsemble.matrix
      • GaussianEnsemble.beta
      • GaussianEnsemble.n
      • GaussianEnsemble.tridiagonal_form
      • GaussianEnsemble.sigma
      • GaussianEnsemble.eigval_hist()
      • GaussianEnsemble.eigvals()
      • GaussianEnsemble.joint_eigval_pdf()
      • GaussianEnsemble.plot_eigval_hist()
      • GaussianEnsemble.resample()
      • GaussianEnsemble.sample()
      • GaussianEnsemble.sample_tridiagonal()
    • ManovaEnsemble
      • ManovaEnsemble.matrix
      • ManovaEnsemble.beta
      • ManovaEnsemble.m
      • ManovaEnsemble.n1
      • ManovaEnsemble.n2
      • ManovaEnsemble.eigvals()
      • ManovaEnsemble.joint_eigval_pdf()
      • ManovaEnsemble.plot_eigval_hist()
      • ManovaEnsemble.resample()
      • ManovaEnsemble.sample()
    • ManovaSpectrumDistribution
      • ManovaSpectrumDistribution.a
      • ManovaSpectrumDistribution.b
      • ManovaSpectrumDistribution.beta
      • ManovaSpectrumDistribution.sigma
      • ManovaSpectrumDistribution.lambda_minus
      • ManovaSpectrumDistribution.lambda_plus
      • ManovaSpectrumDistribution.plot_cdf()
      • ManovaSpectrumDistribution.plot_empirical_pdf()
      • ManovaSpectrumDistribution.plot_pdf()
    • MarchenkoPasturDistribution
      • MarchenkoPasturDistribution.ratio
      • MarchenkoPasturDistribution.beta
      • MarchenkoPasturDistribution.sigma
      • MarchenkoPasturDistribution.lambda_minus
      • MarchenkoPasturDistribution.lambda_plus
      • MarchenkoPasturDistribution.ARCTAN_OF_INFTY
      • MarchenkoPasturDistribution.plot_cdf()
      • MarchenkoPasturDistribution.plot_empirical_pdf()
      • MarchenkoPasturDistribution.plot_pdf()
    • TracyWidomDistribution
      • TracyWidomDistribution.beta
      • TracyWidomDistribution.plot_cdf()
      • TracyWidomDistribution.plot_empirical_pdf()
      • TracyWidomDistribution.plot_ensemble_max_eigvals()
      • TracyWidomDistribution.plot_pdf()
    • WignerSemicircleDistribution
      • WignerSemicircleDistribution.beta
      • WignerSemicircleDistribution.center
      • WignerSemicircleDistribution.sigma
      • WignerSemicircleDistribution.radius
      • WignerSemicircleDistribution.cdf()
      • WignerSemicircleDistribution.pdf()
      • WignerSemicircleDistribution.plot_cdf()
      • WignerSemicircleDistribution.plot_empirical_pdf()
      • WignerSemicircleDistribution.plot_pdf()
      • WignerSemicircleDistribution.rvs()
    • WishartEnsemble
      • WishartEnsemble.matrix
      • WishartEnsemble.beta
      • WishartEnsemble.p
      • WishartEnsemble.n
      • WishartEnsemble.tridiagonal_form
      • WishartEnsemble.sigma
      • WishartEnsemble.eigval_hist()
      • WishartEnsemble.eigvals()
      • WishartEnsemble.joint_eigval_pdf()
      • WishartEnsemble.plot_eigval_hist()
      • WishartEnsemble.resample()
      • WishartEnsemble.sample()
      • WishartEnsemble.sample_tridiagonal()
    • householder_reduction()
    • plot_spectral_hist_and_law()
    • standard_vs_tridiag_hist()
    • tridiag_eigval_hist()

Module contents

scikit-rmt package initialization.