Index

_

__str__() (skrmt.ensemble.base_ensemble.BaseEnsemble method)

_eigvals (skrmt.ensemble.base_ensemble.BaseEnsemble attribute)

A

a (skrmt.ensemble.ManovaSpectrumDistribution attribute) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution attribute)

ARCTAN_OF_INFTY (skrmt.ensemble.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution attribute)

B

b (skrmt.ensemble.ManovaSpectrumDistribution attribute) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution attribute) BaseEnsemble (class in skrmt.ensemble.base_ensemble) beta (skrmt.ensemble.circular_ensemble.CircularEnsemble attribute) (skrmt.ensemble.CircularEnsemble attribute) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble attribute) (skrmt.ensemble.GaussianEnsemble attribute) (skrmt.ensemble.manova_ensemble.ManovaEnsemble attribute) (skrmt.ensemble.ManovaEnsemble attribute) (skrmt.ensemble.ManovaSpectrumDistribution attribute) (skrmt.ensemble.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution attribute) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.TracyWidomDistribution attribute) (skrmt.ensemble.spectral_law.WignerSemicircleDistribution attribute) (skrmt.ensemble.TracyWidomDistribution attribute) (skrmt.ensemble.WignerSemicircleDistribution attribute) (skrmt.ensemble.wishart_ensemble.WishartEnsemble attribute) (skrmt.ensemble.WishartEnsemble attribute)

C

cdf() (skrmt.ensemble.spectral_law.WignerSemicircleDistribution method) (skrmt.ensemble.tracy_widom_approximator.TW_Approximator method) (skrmt.ensemble.WignerSemicircleDistribution method)

center (skrmt.ensemble.spectral_law.WignerSemicircleDistribution attribute) (skrmt.ensemble.WignerSemicircleDistribution attribute) CircularEnsemble (class in skrmt.ensemble) (class in skrmt.ensemble.circular_ensemble)

E

eigval_hist() (skrmt.ensemble.base_ensemble.BaseEnsemble method) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method) eigval_norm_cost (skrmt.ensemble.base_ensemble.BaseEnsemble attribute) eigvals() (skrmt.ensemble.base_ensemble.BaseEnsemble method) (skrmt.ensemble.circular_ensemble.CircularEnsemble method) (skrmt.ensemble.CircularEnsemble method) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.manova_ensemble.ManovaEnsemble method) (skrmt.ensemble.ManovaEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method)

G

GaussianEnsemble (class in skrmt.ensemble) (class in skrmt.ensemble.gaussian_ensemble)

get_bins_centers_and_contour() (in module skrmt.ensemble.misc) get_logger() (in module skrmt.ensemble.misc)

H

householder_reduction() (in module skrmt.ensemble) (in module skrmt.ensemble.tridiagonal_utils)

I

indicator() (in module skrmt.ensemble.misc)

J

joint_eigval_pdf() (skrmt.ensemble.base_ensemble.BaseEnsemble method) (skrmt.ensemble.circular_ensemble.CircularEnsemble method) (skrmt.ensemble.CircularEnsemble method) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.manova_ensemble.ManovaEnsemble method) (skrmt.ensemble.ManovaEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method)

L

lambda_minus (skrmt.ensemble.ManovaSpectrumDistribution attribute) (skrmt.ensemble.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution attribute) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution attribute)

lambda_plus (skrmt.ensemble.ManovaSpectrumDistribution attribute) (skrmt.ensemble.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution attribute) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution attribute)

M

m (skrmt.ensemble.manova_ensemble.ManovaEnsemble attribute) (skrmt.ensemble.ManovaEnsemble attribute) ManovaEnsemble (class in skrmt.ensemble) (class in skrmt.ensemble.manova_ensemble) ManovaSpectrumDistribution (class in skrmt.ensemble) (class in skrmt.ensemble.spectral_law) MarchenkoPasturDistribution (class in skrmt.ensemble) (class in skrmt.ensemble.spectral_law) matrix (skrmt.ensemble.base_ensemble.BaseEnsemble attribute) (skrmt.ensemble.circular_ensemble.CircularEnsemble attribute) (skrmt.ensemble.CircularEnsemble attribute) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble attribute) (skrmt.ensemble.GaussianEnsemble attribute) (skrmt.ensemble.manova_ensemble.ManovaEnsemble attribute) (skrmt.ensemble.ManovaEnsemble attribute) (skrmt.ensemble.wishart_ensemble.WishartEnsemble attribute) (skrmt.ensemble.WishartEnsemble attribute)

module skrmt skrmt.ensemble skrmt.ensemble.base_ensemble skrmt.ensemble.circular_ensemble skrmt.ensemble.gaussian_ensemble skrmt.ensemble.manova_ensemble skrmt.ensemble.misc skrmt.ensemble.spectral_law skrmt.ensemble.tracy_widom_approximator skrmt.ensemble.tridiagonal_utils skrmt.ensemble.utils skrmt.ensemble.wishart_ensemble

N

n (skrmt.ensemble.circular_ensemble.CircularEnsemble attribute) (skrmt.ensemble.CircularEnsemble attribute) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble attribute) (skrmt.ensemble.GaussianEnsemble attribute) (skrmt.ensemble.wishart_ensemble.WishartEnsemble attribute) (skrmt.ensemble.WishartEnsemble attribute)

n1 (skrmt.ensemble.manova_ensemble.ManovaEnsemble attribute) (skrmt.ensemble.ManovaEnsemble attribute) n2 (skrmt.ensemble.manova_ensemble.ManovaEnsemble attribute) (skrmt.ensemble.ManovaEnsemble attribute)

P

p (skrmt.ensemble.wishart_ensemble.WishartEnsemble attribute) (skrmt.ensemble.WishartEnsemble attribute) pdf() (skrmt.ensemble.spectral_law.WignerSemicircleDistribution method) (skrmt.ensemble.tracy_widom_approximator.TW_Approximator method) (skrmt.ensemble.WignerSemicircleDistribution method) plot_cdf() (skrmt.ensemble.ManovaSpectrumDistribution method) (skrmt.ensemble.MarchenkoPasturDistribution method) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution method) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution method) (skrmt.ensemble.spectral_law.TracyWidomDistribution method) (skrmt.ensemble.spectral_law.WignerSemicircleDistribution method) (skrmt.ensemble.TracyWidomDistribution method) (skrmt.ensemble.WignerSemicircleDistribution method) plot_eigval_hist() (skrmt.ensemble.base_ensemble.BaseEnsemble method) (skrmt.ensemble.circular_ensemble.CircularEnsemble method) (skrmt.ensemble.CircularEnsemble method) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.manova_ensemble.ManovaEnsemble method) (skrmt.ensemble.ManovaEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method)

plot_empirical_pdf() (skrmt.ensemble.ManovaSpectrumDistribution method) (skrmt.ensemble.MarchenkoPasturDistribution method) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution method) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution method) (skrmt.ensemble.spectral_law.TracyWidomDistribution method) (skrmt.ensemble.spectral_law.WignerSemicircleDistribution method) (skrmt.ensemble.TracyWidomDistribution method) (skrmt.ensemble.WignerSemicircleDistribution method) plot_ensemble_max_eigvals() (skrmt.ensemble.spectral_law.TracyWidomDistribution method) (skrmt.ensemble.TracyWidomDistribution method) plot_func() (in module skrmt.ensemble.misc) plot_pdf() (skrmt.ensemble.ManovaSpectrumDistribution method) (skrmt.ensemble.MarchenkoPasturDistribution method) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution method) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution method) (skrmt.ensemble.spectral_law.TracyWidomDistribution method) (skrmt.ensemble.spectral_law.WignerSemicircleDistribution method) (skrmt.ensemble.TracyWidomDistribution method) (skrmt.ensemble.WignerSemicircleDistribution method) plot_spectral_hist_and_law() (in module skrmt.ensemble) (in module skrmt.ensemble.utils)

R

radius (skrmt.ensemble.spectral_law.WignerSemicircleDistribution attribute) (skrmt.ensemble.WignerSemicircleDistribution attribute) ratio (skrmt.ensemble.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution attribute) relu() (in module skrmt.ensemble.misc) resample() (skrmt.ensemble.base_ensemble.BaseEnsemble method) (skrmt.ensemble.circular_ensemble.CircularEnsemble method) (skrmt.ensemble.CircularEnsemble method) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.manova_ensemble.ManovaEnsemble method) (skrmt.ensemble.ManovaEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method)

rvs() (skrmt.ensemble.spectral_law.WignerSemicircleDistribution method) (skrmt.ensemble.WignerSemicircleDistribution method)

S

sample() (skrmt.ensemble.base_ensemble.BaseEnsemble method) (skrmt.ensemble.circular_ensemble.CircularEnsemble method) (skrmt.ensemble.CircularEnsemble method) (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.manova_ensemble.ManovaEnsemble method) (skrmt.ensemble.ManovaEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method) sample_tridiagonal() (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble method) (skrmt.ensemble.GaussianEnsemble method) (skrmt.ensemble.wishart_ensemble.WishartEnsemble method) (skrmt.ensemble.WishartEnsemble method) sigma (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble attribute) (skrmt.ensemble.GaussianEnsemble attribute) (skrmt.ensemble.ManovaSpectrumDistribution attribute) (skrmt.ensemble.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.ManovaSpectrumDistribution attribute) (skrmt.ensemble.spectral_law.MarchenkoPasturDistribution attribute) (skrmt.ensemble.spectral_law.WignerSemicircleDistribution attribute) (skrmt.ensemble.WignerSemicircleDistribution attribute) (skrmt.ensemble.wishart_ensemble.WishartEnsemble attribute) (skrmt.ensemble.WishartEnsemble attribute) skrmt module

skrmt.ensemble module skrmt.ensemble.base_ensemble module skrmt.ensemble.circular_ensemble module skrmt.ensemble.gaussian_ensemble module skrmt.ensemble.manova_ensemble module skrmt.ensemble.misc module skrmt.ensemble.spectral_law module skrmt.ensemble.tracy_widom_approximator module skrmt.ensemble.tridiagonal_utils module skrmt.ensemble.utils module skrmt.ensemble.wishart_ensemble module standard_vs_tridiag_hist() (in module skrmt.ensemble) (in module skrmt.ensemble.utils)

T

TracyWidomDistribution (class in skrmt.ensemble) (class in skrmt.ensemble.spectral_law) tridiag_eigval_hist() (in module skrmt.ensemble) (in module skrmt.ensemble.tridiagonal_utils) tridiag_eigval_neg() (in module skrmt.ensemble.tridiagonal_utils)

tridiagonal_form (skrmt.ensemble.gaussian_ensemble.GaussianEnsemble attribute) (skrmt.ensemble.GaussianEnsemble attribute) (skrmt.ensemble.wishart_ensemble.WishartEnsemble attribute) (skrmt.ensemble.WishartEnsemble attribute) TW_Approximator (class in skrmt.ensemble.tracy_widom_approximator)

W

WignerSemicircleDistribution (class in skrmt.ensemble) (class in skrmt.ensemble.spectral_law)

WishartEnsemble (class in skrmt.ensemble) (class in skrmt.ensemble.wishart_ensemble)