Index

_

__init__() (BaseMixtureModel method) (BaseMixtureModelIterator method) (BaseSingleModel method) (Bernoulli method) (BinnedError method) (Cauchy method) (ChiSquared method) (DistEstimatorMethod method) (Gaussian method) (GaussianMixture method) (GaussianScaleMixture method) (GeneralizedPareto method) (GSMTypes method) (MultiBernoulliMixture method) (MultiObjectDistance method) (OverbounderBase method) (PairedGaussian method) (PairedGaussianOverbounder method) (PairedGaussianPareto method) (PairedGPO method) (SingleObjectDistance method) (StudentsT method) (StudentsTMixture method) (SymmetricGaussianOverbounder method) (SymmetricGaussianPareto method) (SymmetricGPO method)

A

add_components() (BaseMixtureModel method) (GaussianMixture method) (MultiBernoulliMixture method) (StudentsTMixture method)

ANDERSON_DARLING (DistEstimatorMethod attribute)

B

BaseMixtureModel (class in serums.models) BaseMixtureModelIterator (class in serums.models)

BaseSingleModel (class in serums.models) Bernoulli (class in serums.models) BinnedError (class in serums.error_processor)

C

calculate_gospa() (in module serums.distances) calculate_hellinger() (in module serums.distances) calculate_mahalanobis() (in module serums.distances) calculate_ospa() (in module serums.distances) calculate_ospa2() (in module serums.distances) Cauchy (class in serums.models) CAUCHY (GSMTypes attribute) CDFplot() (Gaussian method) (PairedGaussian method) (PairedGaussianPareto method) (SymmetricGaussianPareto method)

ChiSquared (class in serums.models) CI() (Gaussian method) (PairedGaussian method) (PairedGaussianPareto method) (SymmetricGaussianPareto method) covariance (Cauchy property) (ChiSquared property) (Gaussian property) (StudentsT property) covariances (GaussianMixture property) (StudentsTMixture property) CRAMER_VON_MISES (DistEstimatorMethod attribute)

D

degrees_of_freedom (Cauchy property) (ChiSquared property) (GaussianScaleMixture property) (StudentsT property) (StudentsTMixture property) densities (MultiBernoulliMixture property)

dependencies (BinnedError attribute) df_range (GaussianScaleMixture attribute) DistEstimatorMethod (class in serums.enums) DistributionEstimatorFailed dists (BaseMixtureModelIterator attribute) dof (StudentsTMixture property)

E

estimate_distribution_params() (in module serums.distribution_estimator)

EUCLIDEAN (SingleObjectDistance attribute)

F

fusion() (in module serums.distribution_overbounder)

G

Gaussian (class in serums.models) GaussianMixture (class in serums.models) GaussianScaleMixture (class in serums.models) GeneralizedPareto (class in serums.models)

genpareto_MOM_est() (in module serums.distribution_estimator) genpareto_PWM_est() (in module serums.distribution_estimator) GRIMSHAW_MLE (DistEstimatorMethod attribute) grimshaw_MLE() (in module serums.distribution_estimator) GSMTypes (class in serums.enums)

H

HELLINGER (SingleObjectDistance attribute)

I

idx (BaseMixtureModelIterator attribute)

io_map (BinnedError attribute)

K

KOLMOGOROV_SMIRNOV (DistEstimatorMethod attribute)

L

left_mean (PairedGaussianPareto attribute) left_sigma (PairedGaussianPareto attribute) left_tail_scale (PairedGaussianPareto attribute) left_tail_shape (PairedGaussianPareto attribute)

left_threshold (PairedGaussianPareto attribute) location (BaseSingleModel attribute) (SymmetricGaussianPareto attribute) location_range (GaussianScaleMixture attribute)

M

MAHALANOBIS (SingleObjectDistance attribute) MANHATTAN (SingleObjectDistance attribute) mean (Cauchy property) (ChiSquared property) (Gaussian property) (StudentsT property) means (GaussianMixture property) (StudentsTMixture property) measured (BinnedError attribute) METHOD_OF_MOMENTS (DistEstimatorMethod attribute)

module serums serums.distances serums.distribution_estimator serums.distribution_overbounder serums.enums serums.error_processor serums.errors serums.models MultiBernoulliMixture (class in serums.models) MultiObjectDistance (class in serums.enums)

O

OSPA (MultiObjectDistance attribute) OSPA2 (MultiObjectDistance attribute) overbound() (OverbounderBase method) (PairedGaussianOverbounder method) (PairedGPO method) (SymmetricGaussianOverbounder method) (SymmetricGPO method)

OverbounderBase (class in serums.distribution_overbounder) OverboundingMethodFailed

P

PairedGaussian (class in serums.models) PairedGaussianOverbounder (class in serums.distribution_overbounder) PairedGaussianPareto (class in serums.models) PairedGPO (class in serums.distribution_overbounder) pdf() (BaseMixtureModel method) (BaseSingleModel method) (Bernoulli method) (Cauchy method) (ChiSquared method) (Gaussian method) (GaussianMixture method) (GaussianScaleMixture method) (GeneralizedPareto method) (MultiBernoulliMixture method) (PairedGaussian method) (PairedGaussianPareto method) (StudentsT method) (StudentsTMixture method) (SymmetricGaussianPareto method)

preferences (BinnedError attribute) PROBABILITY_WEIGHTED_MOMENTS (DistEstimatorMethod attribute) probs (MultiBernoulliMixture property) probscaleplot() (Gaussian method) (PairedGaussian method) (PairedGaussianPareto method) (SymmetricGaussianPareto method)

R

remove_components() (BaseMixtureModel method) (GaussianMixture method) (MultiBernoulliMixture method) (StudentsTMixture method)

right_mean (PairedGaussianPareto attribute) right_sigma (PairedGaussianPareto attribute) right_tail_scale (PairedGaussianPareto attribute) right_tail_shape (PairedGaussianPareto attribute) right_threshold (PairedGaussianPareto attribute)

S

sample() (BaseMixtureModel method) (BaseSingleModel method) (Bernoulli method) (Cauchy method) (ChiSquared method) (Gaussian method) (GaussianMixture method) (GaussianScaleMixture method) (GeneralizedPareto method) (MultiBernoulliMixture method) (PairedGaussian method) (PairedGaussianPareto method) (StudentsT method) (StudentsTMixture method) (SymmetricGaussianPareto method) scale (BaseSingleModel attribute) (SymmetricGaussianPareto attribute) scale_range (GaussianScaleMixture attribute) scalings (StudentsTMixture property) serums module

serums.distances module serums.distribution_estimator module serums.distribution_overbounder module serums.enums module serums.error_processor module serums.errors module serums.models module SingleObjectDistance (class in serums.enums) STUDENTS_T (GSMTypes attribute) StudentsT (class in serums.models) StudentsTMixture (class in serums.models) SYMMETRIC_A_STABLE (GSMTypes attribute) SymmetricGaussianOverbounder (class in serums.distribution_overbounder) SymmetricGaussianPareto (class in serums.models) SymmetricGPO (class in serums.distribution_overbounder)

T

tail_scale (SymmetricGaussianPareto attribute) tail_shape (SymmetricGaussianPareto attribute)

threshold (SymmetricGaussianPareto attribute) truth (BinnedError attribute) type (GaussianScaleMixture attribute)

W

weights (BaseMixtureModel attribute) (BaseMixtureModelIterator attribute)