Index

_

__call__() (pysatl_core.distributions.computation.AnalyticalComputation method) (pysatl_core.distributions.computation.FittedComputationMethod method) (pysatl_core.families.parametric_family.ParametricFamily method) __contains__() (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) (pysatl_core.types.Interval1D method) __copy__() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) __deepcopy__() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) __init__() (pysatl_core.distributions.computation.AnalyticalComputation method) (pysatl_core.distributions.computation.Computation method) (pysatl_core.distributions.computation.ComputationMethod method) (pysatl_core.distributions.computation.ComputationMethodProtocol method) (pysatl_core.distributions.computation.FittedComputationMethod method) (pysatl_core.distributions.computation.FittedComputationMethodProtocol method) (pysatl_core.distributions.distribution.Distribution method) (pysatl_core.distributions.registry.constraint.Constraint method) (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint method) (pysatl_core.distributions.registry.constraint.NonNullConstraint method) (pysatl_core.distributions.registry.constraint.NumericConstraint method) (pysatl_core.distributions.registry.constraint.SetConstraint method) (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) (pysatl_core.distributions.registry.graph.RegistryView method) (pysatl_core.distributions.registry.graph_primitives.EdgeMeta method) (pysatl_core.distributions.sampling.ArraySample method) (pysatl_core.distributions.sampling.Sample method) (pysatl_core.distributions.strategies.ComputationStrategy method) (pysatl_core.distributions.strategies.DefaultComputationStrategy method) (pysatl_core.distributions.strategies.SamplingStrategy method) (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) (pysatl_core.distributions.support.Support method) (pysatl_core.families.distribution.ParametricFamilyDistribution method) (pysatl_core.families.parametric_family.ParametricFamily method) (pysatl_core.families.parametrizations.ParametrizationConstraint method) (pysatl_core.types.EuclideanDistributionType method) (pysatl_core.types.Interval1D method)

__iter__() (pysatl_core.distributions.sampling.ArraySample method) (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) __len__() (pysatl_core.distributions.sampling.ArraySample method) __new__() (pysatl_core.families.registry.ParametricFamilyRegister static method) __post_init__() (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint method) (pysatl_core.types.Interval1D method) __reduce__() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) _cache (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute) _points (pysatl_core.distributions.support.ExplicitTableDiscreteSupport attribute) _resolving (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute)

A

add_characteristic() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method), [1] add_computation() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method), [1] all_characteristics (pysatl_core.distributions.registry.graph.RegistryView attribute) allowed (pysatl_core.distributions.registry.constraint.NumericConstraint attribute) (pysatl_core.distributions.registry.constraint.SetConstraint attribute) allows() (pysatl_core.distributions.registry.constraint.Constraint method) (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint method) (pysatl_core.distributions.registry.constraint.NonNullConstraint method) (pysatl_core.distributions.registry.constraint.NumericConstraint method) (pysatl_core.distributions.registry.constraint.SetConstraint method)

analytical_computations (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) (pysatl_core.families.distribution.ParametricFamilyDistribution property) AnalyticalComputation (class in pysatl_core.distributions.computation) array (pysatl_core.distributions.sampling.ArraySample property) (pysatl_core.distributions.sampling.Sample attribute) (pysatl_core.distributions.sampling.Sample property) ArraySample (class in pysatl_core.distributions.sampling)

B

base (pysatl_core.families.parametric_family.ParametricFamily property)

BoolArray (in module pysatl_core.types) BOUNDED_INTERVAL (pysatl_core.types.ContinuousSupportShape1D attribute), [1]

C

calculate_characteristic() (pysatl_core.distributions.distribution.Distribution method) CDF (pysatl_core.types.CharacteristicName attribute) CENTRAL_MOMENT (pysatl_core.types.CharacteristicName attribute) CF (pysatl_core.types.CharacteristicName attribute) characteristic_registry() (in module pysatl_core.distributions.registry.configuration) CharacteristicName (class in pysatl_core.types) CharacteristicRegistry (class in pysatl_core.distributions.registry.graph) check (pysatl_core.families.parametrizations.ParametrizationConstraint attribute) Computation (class in pysatl_core.distributions.computation) computation_strategy (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) (pysatl_core.families.distribution.ParametricFamilyDistribution property) ComputationMethod (class in pysatl_core.distributions.computation) ComputationMethodProtocol (class in pysatl_core.distributions.computation) ComputationStrategy (class in pysatl_core.distributions.strategies) configure_exponential_family() (in module pysatl_core.families.builtins.continuous.exponential)

configure_families_register() (in module pysatl_core.families.configuration) configure_normal_family() (in module pysatl_core.families.builtins.continuous.normal) configure_uniform_family() (in module pysatl_core.families.builtins.continuous.uniform) Constraint (class in pysatl_core.distributions.registry.constraint) constraint (pysatl_core.distributions.registry.graph_primitives.EdgeMeta attribute) constraint() (in module pysatl_core.families.parametrizations) constraints (pysatl_core.families.parametrizations.Parametrization property) contains() (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) (pysatl_core.distributions.support.Support method) (pysatl_core.families.registry.ParametricFamilyRegister class method) (pysatl_core.types.Interval1D method) CONTINUOUS (pysatl_core.types.Kind attribute), [1] CONTINUOUS_UNIFORM (pysatl_core.types.FamilyName attribute) ContinuousSupport (class in pysatl_core.distributions.support) ContinuousSupportShape1D (class in pysatl_core.types)

D

data (pysatl_core.distributions.sampling.ArraySample attribute), [1] DEFAULT_COMPUTATION_KEY (in module pysatl_core.distributions.registry.graph_primitives) DefaultComputationStrategy (class in pysatl_core.distributions.strategies) DefaultSamplingUnivariateStrategy (class in pysatl_core.distributions.strategies) definitive_characteristics (pysatl_core.distributions.registry.graph.RegistryView attribute) description (pysatl_core.families.parametrizations.ParametrizationConstraint attribute) dim (pysatl_core.distributions.sampling.ArraySample property) dimension (pysatl_core.distributions.sampling.ArraySample attribute), [1] (pysatl_core.types.EuclideanDistributionType attribute)

DISCRETE (pysatl_core.types.Kind attribute), [1] DiscreteSupport (class in pysatl_core.distributions.support) Distribution (class in pysatl_core.distributions.distribution) distribution() (pysatl_core.families.parametric_family.ParametricFamily method) distribution_instance_feature_constraints (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint attribute) distribution_type (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) (pysatl_core.families.distribution.ParametricFamilyDistribution property) distribution_type_feature_constraints (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint attribute) DistributionType (class in pysatl_core.types)

E

EdgeMeta (class in pysatl_core.distributions.registry.graph_primitives) EMPTY (pysatl_core.types.ContinuousSupportShape1D attribute), [1] enable_caching (pysatl_core.distributions.strategies.ComputationStrategy attribute), [1] (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute)

EuclideanDistributionType (class in pysatl_core.types) ExplicitTableDiscreteSupport (class in pysatl_core.distributions.support) EXPONENTIAL (pysatl_core.types.FamilyName attribute)

F

family (pysatl_core.families.distribution.ParametricFamilyDistribution property) family_name (pysatl_core.families.distribution.ParametricFamilyDistribution attribute) FamilyName (class in pysatl_core.types) find_path() (pysatl_core.distributions.registry.graph.RegistryView method) first() (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) fit() (pysatl_core.distributions.computation.ComputationMethod method) (pysatl_core.distributions.computation.ComputationMethodProtocol method) fit_cdf_to_pdf_1C() (in module pysatl_core.distributions.fitters) fit_cdf_to_pmf_1D() (in module pysatl_core.distributions.fitters)

fit_cdf_to_ppf_1C() (in module pysatl_core.distributions.fitters) fit_cdf_to_ppf_1D() (in module pysatl_core.distributions.fitters) fit_pdf_to_cdf_1C() (in module pysatl_core.distributions.fitters) fit_pmf_to_cdf_1D() (in module pysatl_core.distributions.fitters) fit_ppf_to_cdf_1C() (in module pysatl_core.distributions.fitters) fit_ppf_to_cdf_1D() (in module pysatl_core.distributions.fitters) FittedComputationMethod (class in pysatl_core.distributions.computation) FittedComputationMethodProtocol (class in pysatl_core.distributions.computation) fitter (pysatl_core.distributions.computation.ComputationMethod attribute) func (pysatl_core.distributions.computation.AnalyticalComputation attribute) (pysatl_core.distributions.computation.FittedComputationMethod attribute)

G

ge (pysatl_core.distributions.registry.constraint.NumericConstraint attribute) get() (pysatl_core.families.registry.ParametricFamilyRegister class method)

get_parametrization() (pysatl_core.families.parametric_family.ParametricFamily method) GraphInvariantError GraphPrimitiveConstraint (class in pysatl_core.distributions.registry.constraint)

I

indefinitive_characteristics (pysatl_core.distributions.registry.graph.RegistryView property) IntegerLatticeDiscreteSupport (class in pysatl_core.distributions.support) Interval1D (class in pysatl_core.types) is_empty (pysatl_core.types.Interval1D property) is_left_bounded (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport property) is_right_bounded (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport property)

iter_leq() (pysatl_core.distributions.support.DiscreteSupport method) (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) iter_points() (pysatl_core.distributions.support.DiscreteSupport method) (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method)

K

Kind (class in pysatl_core.types)

kind (pysatl_core.types.EuclideanDistributionType attribute) KURT (pysatl_core.types.CharacteristicName attribute)

L

last() (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) le (pysatl_core.distributions.registry.constraint.NumericConstraint attribute) left (pysatl_core.distributions.support.ContinuousSupport attribute) (pysatl_core.types.Interval1D attribute)

left_closed (pysatl_core.distributions.support.ContinuousSupport attribute) (pysatl_core.types.Interval1D attribute) list_registered_families() (pysatl_core.families.registry.ParametricFamilyRegister class method)

M

max_k (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) MEAN (pysatl_core.types.CharacteristicName attribute) method (pysatl_core.distributions.registry.graph_primitives.EdgeMeta attribute) min_k (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) module pysatl_core.distributions.computation pysatl_core.distributions.distribution pysatl_core.distributions.fitters pysatl_core.distributions.registry.configuration pysatl_core.distributions.registry.constraint pysatl_core.distributions.registry.graph pysatl_core.distributions.registry.graph_primitives pysatl_core.distributions.sampling pysatl_core.distributions.strategies pysatl_core.distributions.support pysatl_core.families.builtins.continuous.exponential pysatl_core.families.builtins.continuous.normal pysatl_core.families.builtins.continuous.uniform pysatl_core.families.configuration pysatl_core.families.distribution pysatl_core.families.parametric_family pysatl_core.families.parametrizations pysatl_core.families.registry pysatl_core.types

modulus (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) MOMENT (pysatl_core.types.CharacteristicName attribute)

N

name (pysatl_core.families.parametric_family.ParametricFamily property) (pysatl_core.families.parametrizations.Parametrization property) next() (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) NonNullConstraint (class in pysatl_core.distributions.registry.constraint)

NORMAL (pysatl_core.types.FamilyName attribute) Number (in module pysatl_core.types) NumericArray (in module pysatl_core.types) NumericConstraint (class in pysatl_core.distributions.registry.constraint) NumPyNumber (in module pysatl_core.types)

P

parameters (pysatl_core.families.distribution.ParametricFamilyDistribution property) (pysatl_core.families.parametrizations.Parametrization property) parameters_constraints (pysatl_core.families.distribution.ParametricFamilyDistribution property) ParametricFamily (class in pysatl_core.families.parametric_family) ParametricFamilyDistribution (class in pysatl_core.families.distribution) ParametricFamilyRegister (class in pysatl_core.families.registry) Parametrization (class in pysatl_core.families.parametrizations) parametrization (pysatl_core.families.distribution.ParametricFamilyDistribution property) parametrization() (in module pysatl_core.families.parametrizations) (pysatl_core.families.parametric_family.ParametricFamily method) parametrization_name (pysatl_core.families.distribution.ParametricFamilyDistribution property) ParametrizationConstraint (class in pysatl_core.families.parametrizations) parametrizations (pysatl_core.families.parametric_family.ParametricFamily property) PDF (pysatl_core.types.CharacteristicName attribute) PMF (pysatl_core.types.CharacteristicName attribute) points (pysatl_core.distributions.support.ExplicitTableDiscreteSupport property) PPF (pysatl_core.types.CharacteristicName attribute) predecessors() (pysatl_core.distributions.registry.graph.RegistryView method) prev() (pysatl_core.distributions.support.DiscreteSupport method) (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) pysatl_core.distributions.computation module pysatl_core.distributions.distribution module pysatl_core.distributions.fitters module pysatl_core.distributions.registry.configuration module

pysatl_core.distributions.registry.constraint module pysatl_core.distributions.registry.graph module pysatl_core.distributions.registry.graph_primitives module pysatl_core.distributions.sampling module pysatl_core.distributions.strategies module pysatl_core.distributions.support module pysatl_core.families.builtins.continuous.exponential module pysatl_core.families.builtins.continuous.normal module pysatl_core.families.builtins.continuous.uniform module pysatl_core.families.configuration module pysatl_core.families.distribution module pysatl_core.families.parametric_family module pysatl_core.families.parametrizations module pysatl_core.families.registry module pysatl_core.types module

Q

query_method() (pysatl_core.distributions.distribution.Distribution method) (pysatl_core.distributions.strategies.ComputationStrategy method) (pysatl_core.distributions.strategies.DefaultComputationStrategy method)

R

RAY_LEFT (pysatl_core.types.ContinuousSupportShape1D attribute), [1] RAY_RIGHT (pysatl_core.types.ContinuousSupportShape1D attribute), [1] REAL_LINE (pysatl_core.types.ContinuousSupportShape1D attribute), [1] register() (pysatl_core.families.registry.ParametricFamilyRegister class method) register_parametrization() (pysatl_core.families.parametric_family.ParametricFamily method) registry_features (pysatl_core.types.DistributionType property) RegistryView (class in pysatl_core.distributions.registry.graph)

reset_characteristic_registry() (in module pysatl_core.distributions.registry.configuration) reset_families_register() (in module pysatl_core.families.configuration) residue (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) right (pysatl_core.distributions.support.ContinuousSupport attribute) (pysatl_core.types.Interval1D attribute) right_closed (pysatl_core.distributions.support.ContinuousSupport attribute) (pysatl_core.types.Interval1D attribute)

S

Sample (class in pysatl_core.distributions.sampling) sample() (pysatl_core.distributions.distribution.Distribution method) (pysatl_core.distributions.strategies.DefaultSamplingUnivariateStrategy method) (pysatl_core.distributions.strategies.SamplingStrategy method) (pysatl_core.families.distribution.ParametricFamilyDistribution method) sampling_strategy (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) (pysatl_core.families.distribution.ParametricFamilyDistribution property) SamplingStrategy (class in pysatl_core.distributions.strategies) ScalarFunc (in module pysatl_core.types) SetConstraint (class in pysatl_core.distributions.registry.constraint) SF (pysatl_core.types.CharacteristicName attribute) shape (pysatl_core.distributions.sampling.ArraySample property) (pysatl_core.distributions.sampling.Sample attribute) (pysatl_core.distributions.sampling.Sample property) (pysatl_core.types.Interval1D property)

SINGLE_POINT (pysatl_core.types.ContinuousSupportShape1D attribute), [1] SKEW (pysatl_core.types.CharacteristicName attribute) sources (pysatl_core.distributions.computation.ComputationMethod attribute) (pysatl_core.distributions.computation.ComputationMethodProtocol property) (pysatl_core.distributions.computation.FittedComputationMethod attribute) (pysatl_core.distributions.computation.FittedComputationMethodProtocol attribute) (pysatl_core.distributions.computation.FittedComputationMethodProtocol property) STANDARD_MOMENT (pysatl_core.types.CharacteristicName attribute) successors() (pysatl_core.distributions.registry.graph.RegistryView method) successors_nodes() (pysatl_core.distributions.registry.graph.RegistryView method) Support (class in pysatl_core.distributions.support) support (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) (pysatl_core.families.distribution.ParametricFamilyDistribution property) support_resolver (pysatl_core.families.parametric_family.ParametricFamily property)

T

target (pysatl_core.distributions.computation.AnalyticalComputation attribute) (pysatl_core.distributions.computation.Computation attribute) (pysatl_core.distributions.computation.Computation property) (pysatl_core.distributions.computation.ComputationMethod attribute) (pysatl_core.distributions.computation.ComputationMethodProtocol property) (pysatl_core.distributions.computation.FittedComputationMethod attribute) (pysatl_core.distributions.computation.FittedComputationMethodProtocol attribute) (pysatl_core.distributions.computation.FittedComputationMethodProtocol property)

to_base() (pysatl_core.families.parametric_family.ParametricFamily method) transform_to_base_parametrization() (pysatl_core.families.parametrizations.Parametrization method)

U

UnivariateContinuous (in module pysatl_core.types)

UnivariateDiscrete (in module pysatl_core.types)

V

validate() (pysatl_core.families.parametrizations.Parametrization method) VAR (pysatl_core.types.CharacteristicName attribute)

variants() (pysatl_core.distributions.registry.graph.RegistryView method) view() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method), [1]