Index

_

__add__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __call__() (pysatl_core.distributions.computations.computation.AnalyticalComputation method) (pysatl_core.distributions.computations.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.computations.registry.FitterRegistry method) (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) __deepcopy__() (pysatl_core.distributions.computations.registry.FitterRegistry method) (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) __del__() (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler method) __init__() (pysatl_core.distributions.computations.computation.AnalyticalComputation method) (pysatl_core.distributions.computations.computation.Computation method) (pysatl_core.distributions.computations.computation.EvaluatorMethod method) (pysatl_core.distributions.computations.computation.FittedComputationMethod method) (pysatl_core.distributions.computations.computation.FitterMethod method) (pysatl_core.distributions.computations.descriptors.EvaluatorDescriptor method) (pysatl_core.distributions.computations.descriptors.FitterDescriptor method) (pysatl_core.distributions.computations.options.CharacteristicOption method) (pysatl_core.distributions.computations.options.ComputationOption method) (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor method) (pysatl_core.distributions.computations.options.ResolvedEdgeOptions method) (pysatl_core.distributions.computations.registry.FitterRegistry 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.AnalyticalLoopEdgeMeta method) (pysatl_core.distributions.registry.graph_primitives.ComputationEdgeMeta method) (pysatl_core.distributions.registry.graph_primitives.EdgeMeta method) (pysatl_core.distributions.registry.graph_primitives.TransformationLoopEdgeMeta method) (pysatl_core.distributions.strategies.ComputationPlan method) (pysatl_core.distributions.strategies.ComputationStep 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.parametric_family.PartialParametricFamily method) (pysatl_core.families.parametrizations.ParametrizationConstraint method) (pysatl_core.sampling.unuran.core._unuran_sampler.callbacks.UnuranCallback method) (pysatl_core.sampling.unuran.core._unuran_sampler.dgt.DGTSetup method) (pysatl_core.sampling.unuran.core._unuran_sampler.domain.UnuranDomain method) (pysatl_core.sampling.unuran.core._unuran_sampler.initialization.UnuranSamplerInitializer method) (pysatl_core.sampling.unuran.core.method_requirements.MethodCharacteristics method) (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler method) (pysatl_core.sampling.unuran.core.unuran_sampling_strategy.DefaultUnuranSamplingStrategy method) (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig method) (pysatl_core.transformations.approximations.approximation.CharacteristicApproximationMethod method) (pysatl_core.transformations.approximations.linear_interpolations.cdf.CDFMonotoneSplineApproximation method) (pysatl_core.transformations.approximations.linear_interpolations.pdf.PDFLinearInterpolationApproximation method) (pysatl_core.transformations.approximations.linear_interpolations.ppf.PPFMonotoneSplineApproximation method) (pysatl_core.transformations.distribution.ApproximatedDistribution method) (pysatl_core.transformations.distribution.DerivedDistribution method) (pysatl_core.transformations.distribution.LightweightDistribution method) (pysatl_core.transformations.lightweight_distribution.LightweightDistribution method) (pysatl_core.transformations.operations.distributions.affine.AffineDistribution method) (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution method) (pysatl_core.transformations.operations.distributions.binary.division.DivisionBinaryDistribution method) (pysatl_core.transformations.operations.distributions.binary.linear.LinearBinaryDistribution method) (pysatl_core.transformations.operations.distributions.binary.multiplication.MultiplicationBinaryDistribution method) (pysatl_core.transformations.operations.distributions.mixture.FiniteMixtureDistribution method) (pysatl_core.transformations.transformation_method.TransformationMethod method) (pysatl_core.types.EuclideanDistributionType method) (pysatl_core.types.Interval1D method)

__iter__() (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) __mul__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __neg__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __new__() (pysatl_core.families.registry.ParametricFamilyRegister static method) __post_init__() (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint method) (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig method) (pysatl_core.types.Interval1D method) __radd__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __reduce__() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method) __rmul__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __rsub__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __rtruediv__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __sub__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) __truediv__() (pysatl_core.transformations.operators_mixin.TransformationOperatorsMixin method) _cache (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute) _char_options_stack (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute) _computation_defaults (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute) _enable_caching (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute) _path_cache (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute) _points (pysatl_core.distributions.support.ExplicitTableDiscreteSupport attribute) _resolving (pysatl_core.distributions.strategies.DefaultComputationStrategy attribute)

A

ADD (pysatl_core.transformations.operations.distributions.binary.base.BinaryOperationName attribute), [1] (pysatl_core.types.BinaryOperationName attribute), [1] add_characteristic() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method), [1] add_computation() (pysatl_core.distributions.registry.graph.CharacteristicRegistry method), [1] AFFINE (pysatl_core.types.TransformationName attribute), [1] affine() (in module pysatl_core.transformations.operations.distributions.affine) AffineDistribution (class in pysatl_core.transformations.operations.distributions.affine) all_characteristics (pysatl_core.distributions.registry.graph.RegistryView attribute) all_descriptors() (pysatl_core.distributions.computations.registry.FitterRegistry method) 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) analytical_variants() (pysatl_core.distributions.registry.graph.RegistryView method) AnalyticalComputation (class in pysatl_core.distributions.computations.computation) AnalyticalLoopEdgeMeta (class in pysatl_core.distributions.registry.graph_primitives) approximate() (pysatl_core.transformations.approximations.approximation.CharacteristicApproximationMethod method) (pysatl_core.transformations.approximations.linear_interpolations.cdf.CDFMonotoneSplineApproximation method) (pysatl_core.transformations.approximations.linear_interpolations.pdf.PDFLinearInterpolationApproximation method) (pysatl_core.transformations.approximations.linear_interpolations.ppf.PPFMonotoneSplineApproximation method) (pysatl_core.transformations.distribution.DerivedDistribution method) ApproximatedDistribution (class in pysatl_core.transformations.distribution) APPROXIMATION (pysatl_core.types.TransformationName attribute), [1] AROU (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute) ARRAY (pysatl_core.types.TransformationName attribute) AUTO (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute)

B

base (pysatl_core.families.parametric_family.ParametricFamily property) (pysatl_core.families.parametric_family.PartialParametricFamily property) base_distribution (pysatl_core.transformations.operations.distributions.affine.AffineDistribution property) bases (pysatl_core.transformations.distribution.DerivedDistribution property) (pysatl_core.transformations.distribution.LightweightDistribution property) (pysatl_core.transformations.lightweight_distribution.LightweightDistribution property)

BINARY (pysatl_core.types.TransformationName attribute), [1] binary() (in module pysatl_core.transformations.operations.distributions.binary.base) BinaryDistribution (class in pysatl_core.transformations.operations.distributions.binary.base) BinaryOperationName (class in pysatl_core.transformations.operations.distributions.binary.base) (class in pysatl_core.types) BOUNDED_INTERVAL (pysatl_core.types.ContinuousSupportShape1D attribute), [1]

C

cacheable (pysatl_core.distributions.computations.computation.EvaluatorMethod property) (pysatl_core.distributions.computations.computation.FitterMethod property) calculate_characteristic() (pysatl_core.distributions.distribution.Distribution method) callbacks (pysatl_core.sampling.unuran.core._unuran_sampler.callbacks.UnuranCallback property) CDF (pysatl_core.types.CharacteristicName attribute) CDFMonotoneSplineApproximation (class in pysatl_core.transformations.approximations.linear_interpolations.cdf) CENTRAL_MOMENT (pysatl_core.types.CharacteristicName attribute) CF (pysatl_core.types.CharacteristicName attribute) characteristic_options (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor attribute), [1] characteristic_registry() (in module pysatl_core.distributions.registry.configuration) CharacteristicApproximationMethod (class in pysatl_core.transformations.approximations.approximation) CharacteristicName (class in pysatl_core.types) CharacteristicOption (class in pysatl_core.distributions.computations.options) CharacteristicRegistry (class in pysatl_core.distributions.registry.graph) check (pysatl_core.families.parametrizations.ParametrizationConstraint attribute) cleanup() (pysatl_core.sampling.unuran.core._unuran_sampler.initialization.UnuranSamplerInitializer method) components (pysatl_core.transformations.operations.distributions.mixture.FiniteMixtureDistribution property) Computation (class in pysatl_core.distributions.computations.computation) computation_options (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor attribute), [1] computation_strategy (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) ComputationEdgeMeta (class in pysatl_core.distributions.registry.graph_primitives)

ComputationOption (class in pysatl_core.distributions.computations.options) ComputationPlan (class in pysatl_core.distributions.strategies) ComputationStep (class in pysatl_core.distributions.strategies) ComputationStrategy (class in pysatl_core.distributions.strategies) config (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler attribute) (pysatl_core.sampling.unuran.core.unuran_sampling_strategy.DefaultUnuranSamplingStrategy property) 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

declared_characteristics (pysatl_core.distributions.registry.graph.CharacteristicRegistry property) default_affine_transformation_methods() (in module pysatl_core.transformations.operations.methods.affine) DEFAULT_ANALYTICAL_COMPUTATION_LABEL (in module pysatl_core.types) DEFAULT_COMPUTATION_KEY (in module pysatl_core.distributions.registry.graph_primitives) default_division_binary_transformation_methods() (in module pysatl_core.transformations.operations.methods.binary.division) default_finite_mixture_transformation_methods() (in module pysatl_core.transformations.operations.methods.mixture) default_linear_binary_transformation_methods() (in module pysatl_core.transformations.operations.methods.binary.linear) default_multiplication_binary_transformation_methods() (in module pysatl_core.transformations.operations.methods.binary.multiplication) DefaultComputationStrategy (class in pysatl_core.distributions.strategies) DefaultSamplingUnivariateStrategy (class in pysatl_core.sampling.default) DefaultUnuranSampler (class in pysatl_core.sampling.unuran.core.unuran_sampler) DefaultUnuranSamplingStrategy (class in pysatl_core.sampling.unuran.core.unuran_sampling_strategy) definitive_characteristics (pysatl_core.distributions.registry.graph.RegistryView attribute) DerivedDistribution (class in pysatl_core.transformations.distribution) description (pysatl_core.families.parametrizations.ParametrizationConstraint attribute) descriptor (pysatl_core.distributions.computations.options.ResolvedEdgeOptions attribute), [1] determine_continuous_domain() (pysatl_core.sampling.unuran.core._unuran_sampler.domain.UnuranDomain method) determine_discrete_domain() (pysatl_core.sampling.unuran.core._unuran_sampler.domain.UnuranDomain method)

DGT (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute) DGTSetup (class in pysatl_core.sampling.unuran.core._unuran_sampler.dgt) dimension (pysatl_core.types.EuclideanDistributionType attribute) DISCRETE (pysatl_core.types.Kind attribute), [1] discrete_mixture() (in module pysatl_core.transformations.operations.distributions.mixture) DiscreteSupport (class in pysatl_core.distributions.support) distr (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler attribute) Distribution (class in pysatl_core.distributions.distribution) distribution() (pysatl_core.families.parametric_family.ParametricFamily method) (pysatl_core.families.parametric_family.PartialParametricFamily 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) distribution_type_feature_constraints (pysatl_core.distributions.registry.constraint.GraphPrimitiveConstraint attribute) DistributionType (class in pysatl_core.types) DIV (pysatl_core.transformations.operations.distributions.binary.base.BinaryOperationName attribute), [1] (pysatl_core.types.BinaryOperationName attribute), [1] DivisionBinaryDistribution (class in pysatl_core.transformations.operations.distributions.binary.division) DPDF (pysatl_core.types.CharacteristicName attribute)

E

edge_kind (pysatl_core.distributions.strategies.ComputationStep attribute), [1] edge_kind() (pysatl_core.distributions.registry.graph_primitives.AnalyticalLoopEdgeMeta method) (pysatl_core.distributions.registry.graph_primitives.ComputationEdgeMeta method) (pysatl_core.distributions.registry.graph_primitives.EdgeMeta method) (pysatl_core.distributions.registry.graph_primitives.TransformationLoopEdgeMeta method) EdgeMeta (class in pysatl_core.distributions.registry.graph_primitives) EdgeOptionsDescriptor (class in pysatl_core.distributions.computations.options) EMPTY (pysatl_core.types.ContinuousSupportShape1D attribute), [1] enable_caching (pysatl_core.distributions.strategies.ComputationStrategy attribute) ensure_default_urng() (in module pysatl_core.sampling.unuran.core._unuran_sampler.urng) EuclideanDistributionType (class in pysatl_core.types)

evaluate() (pysatl_core.distributions.computations.computation.EvaluatorMethod method) evaluator (pysatl_core.distributions.computations.computation.EvaluatorMethod attribute) (pysatl_core.distributions.computations.descriptors.EvaluatorDescriptor attribute) EvaluatorDescriptor (class in pysatl_core.distributions.computations.descriptors) EvaluatorMethod (class in pysatl_core.distributions.computations.computation) explain_computation_path() (pysatl_core.distributions.distribution.Distribution method) (pysatl_core.distributions.strategies.ComputationStrategy method) (pysatl_core.distributions.strategies.DefaultComputationStrategy method) explicit_table_points() (pysatl_core.sampling.unuran.core._unuran_sampler.domain.UnuranDomain method) 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 property) FamilyName (class in pysatl_core.types) find() (pysatl_core.distributions.computations.registry.FitterRegistry method) find_all() (pysatl_core.distributions.computations.registry.FitterRegistry method) find_path() (pysatl_core.distributions.registry.graph.RegistryView method) FINITE_MIXTURE (pysatl_core.types.TransformationName attribute), [1] finite_mixture() (in module pysatl_core.transformations.operations.distributions.mixture) FiniteMixtureDistribution (class in pysatl_core.transformations.operations.distributions.mixture) first() (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) fit() (pysatl_core.distributions.computations.computation.FitterMethod method) FittedComputationMethod (class in pysatl_core.distributions.computations.computation)

fitter (pysatl_core.distributions.computations.computation.FitterMethod attribute) (pysatl_core.distributions.computations.descriptors.FitterDescriptor attribute) fitter_registry() (in module pysatl_core.distributions.computations.registry) FitterDescriptor (class in pysatl_core.distributions.computations.descriptors) FitterMethod (class in pysatl_core.distributions.computations.computation) FitterRegistry (class in pysatl_core.distributions.computations.registry) fixed_parameter_names (pysatl_core.families.parametric_family.PartialParametricFamily property) fixed_parameters (pysatl_core.families.parametric_family.PartialParametricFamily property) free_parameter_names (pysatl_core.families.parametric_family.PartialParametricFamily property) from_distribution() (pysatl_core.transformations.distribution.LightweightDistribution class method) (pysatl_core.transformations.lightweight_distribution.LightweightDistribution class method) func (pysatl_core.distributions.computations.computation.AnalyticalComputation attribute) (pysatl_core.distributions.computations.computation.FittedComputationMethod attribute) FUNCTION (pysatl_core.types.TransformationName attribute), [1]

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) (pysatl_core.families.parametric_family.PartialParametricFamily method)

get_unuran_error_message() (in module pysatl_core.sampling.unuran.core._unuran_sampler.utils) gradient_transform() (pysatl_core.families.parametrizations.Parametrization method) GraphInvariantError GraphPrimitiveConstraint (class in pysatl_core.distributions.registry.constraint)

H

HINV (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute)

I

indefinitive_characteristics (pysatl_core.distributions.registry.graph.RegistryView property) initialize_unuran_components() (pysatl_core.sampling.unuran.core._unuran_sampler.initialization.UnuranSamplerInitializer method) IntegerLatticeDiscreteSupport (class in pysatl_core.distributions.support) Interval1D (class in pysatl_core.types) is_analytical (pysatl_core.distributions.registry.graph_primitives.EdgeMeta attribute) (pysatl_core.transformations.transformation_method.TransformationMethod property) is_caching_enabled (pysatl_core.distributions.strategies.DefaultComputationStrategy property) 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) left_distribution (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution property) LightweightDistribution (class in pysatl_core.transformations.distribution) (class in pysatl_core.transformations.lightweight_distribution)

LinearBinaryDistribution (class in pysatl_core.transformations.operations.distributions.binary.linear) list_registered_families() (pysatl_core.families.registry.ParametricFamilyRegister class method) loop_is_analytical() (pysatl_core.distributions.distribution.Distribution method) (pysatl_core.transformations.distribution.DerivedDistribution method) (pysatl_core.transformations.distribution.LightweightDistribution method) (pysatl_core.transformations.lightweight_distribution.LightweightDistribution method) LPDF (pysatl_core.types.CharacteristicName attribute)

M

max_k (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) MEAN (pysatl_core.types.CharacteristicName attribute) method (pysatl_core.distributions.registry.graph_primitives.EdgeMeta attribute) (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler attribute) (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler property) (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute) method_name (pysatl_core.distributions.strategies.ComputationStep attribute), [1] method_params (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute) MethodCharacteristics (class in pysatl_core.sampling.unuran.core.method_requirements) min_k (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) module pysatl_core.distributions.computations.computation pysatl_core.distributions.computations.continuous pysatl_core.distributions.computations.descriptors pysatl_core.distributions.computations.discrete pysatl_core.distributions.computations.options pysatl_core.distributions.computations.registry pysatl_core.distributions.distribution pysatl_core.distributions.registry.configuration pysatl_core.distributions.registry.constraint pysatl_core.distributions.registry.graph pysatl_core.distributions.registry.graph_primitives 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.sampling.default pysatl_core.sampling.unuran.core._unuran_sampler.callbacks pysatl_core.sampling.unuran.core._unuran_sampler.dgt pysatl_core.sampling.unuran.core._unuran_sampler.domain pysatl_core.sampling.unuran.core._unuran_sampler.initialization pysatl_core.sampling.unuran.core._unuran_sampler.urng pysatl_core.sampling.unuran.core._unuran_sampler.utils pysatl_core.sampling.unuran.core.method_requirements pysatl_core.sampling.unuran.core.unuran_sampler pysatl_core.sampling.unuran.core.unuran_sampling_strategy pysatl_core.sampling.unuran.method_config pysatl_core.transformations.approximations.approximation pysatl_core.transformations.approximations.linear_interpolations.cdf pysatl_core.transformations.approximations.linear_interpolations.pdf pysatl_core.transformations.approximations.linear_interpolations.ppf pysatl_core.transformations.distribution pysatl_core.transformations.lightweight_distribution pysatl_core.transformations.operations.distributions.affine pysatl_core.transformations.operations.distributions.binary.base pysatl_core.transformations.operations.distributions.binary.division pysatl_core.transformations.operations.distributions.binary.linear pysatl_core.transformations.operations.distributions.binary.multiplication pysatl_core.transformations.operations.distributions.mixture pysatl_core.transformations.operations.methods.affine pysatl_core.transformations.operations.methods.binary.base pysatl_core.transformations.operations.methods.binary.division pysatl_core.transformations.operations.methods.binary.linear pysatl_core.transformations.operations.methods.binary.multiplication pysatl_core.transformations.operations.methods.mixture pysatl_core.transformations.operators_mixin pysatl_core.transformations.transformation_method pysatl_core.types

modulus (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) MOMENT (pysatl_core.types.CharacteristicName attribute) MUL (pysatl_core.transformations.operations.distributions.binary.base.BinaryOperationName attribute), [1] (pysatl_core.types.BinaryOperationName attribute), [1] MultiplicationBinaryDistribution (class in pysatl_core.transformations.operations.distributions.binary.multiplication)

N

name (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor attribute), [1] (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)

NINV (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute) NonNullConstraint (class in pysatl_core.distributions.registry.constraint) NORMAL (pysatl_core.types.FamilyName attribute) NumericConstraint (class in pysatl_core.distributions.registry.constraint)

O

operation (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution property) optional (pysatl_core.sampling.unuran.core.method_requirements.MethodCharacteristics attribute)

options (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor property) options_descriptor (pysatl_core.distributions.registry.graph_primitives.ComputationEdgeMeta attribute) (pysatl_core.distributions.strategies.ComputationStep attribute), [1]

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) (pysatl_core.families.parametric_family.PartialParametricFamily property) parent_family (pysatl_core.families.parametric_family.PartialParametricFamily property) parent_roles (pysatl_core.transformations.distribution.ApproximatedDistribution property) (pysatl_core.transformations.distribution.DerivedDistribution property) (pysatl_core.transformations.operations.distributions.affine.AffineDistribution property) (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution property) (pysatl_core.transformations.operations.distributions.mixture.FiniteMixtureDistribution property) PartialParametricFamily (class in pysatl_core.families.parametric_family) PDF (pysatl_core.types.CharacteristicName attribute) PDFLinearInterpolationApproximation (class in pysatl_core.transformations.approximations.linear_interpolations.pdf) PerformanceWarning PINV (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute) PMF (pysatl_core.types.CharacteristicName attribute) points (pysatl_core.distributions.support.ExplicitTableDiscreteSupport property) PPF (pysatl_core.types.CharacteristicName attribute) PPFMonotoneSplineApproximation (class in pysatl_core.transformations.approximations.linear_interpolations.ppf) predecessors() (pysatl_core.distributions.registry.graph.RegistryView method) prepare() (pysatl_core.distributions.computations.computation.EvaluatorMethod method) (pysatl_core.distributions.computations.computation.FitterMethod method) prev() (pysatl_core.distributions.support.DiscreteSupport method) (pysatl_core.distributions.support.ExplicitTableDiscreteSupport method) (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport method) pysatl_core.distributions.computations.computation module pysatl_core.distributions.computations.continuous module pysatl_core.distributions.computations.descriptors module pysatl_core.distributions.computations.discrete module pysatl_core.distributions.computations.options module pysatl_core.distributions.computations.registry module pysatl_core.distributions.distribution 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.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.sampling.default module pysatl_core.sampling.unuran.core._unuran_sampler.callbacks module pysatl_core.sampling.unuran.core._unuran_sampler.dgt module pysatl_core.sampling.unuran.core._unuran_sampler.domain module pysatl_core.sampling.unuran.core._unuran_sampler.initialization module pysatl_core.sampling.unuran.core._unuran_sampler.urng module pysatl_core.sampling.unuran.core._unuran_sampler.utils module pysatl_core.sampling.unuran.core.method_requirements module pysatl_core.sampling.unuran.core.unuran_sampler module pysatl_core.sampling.unuran.core.unuran_sampling_strategy module pysatl_core.sampling.unuran.method_config module pysatl_core.transformations.approximations.approximation module pysatl_core.transformations.approximations.linear_interpolations.cdf module pysatl_core.transformations.approximations.linear_interpolations.pdf module pysatl_core.transformations.approximations.linear_interpolations.ppf module pysatl_core.transformations.distribution module pysatl_core.transformations.lightweight_distribution module pysatl_core.transformations.operations.distributions.affine module pysatl_core.transformations.operations.distributions.binary.base module pysatl_core.transformations.operations.distributions.binary.division module pysatl_core.transformations.operations.distributions.binary.linear module pysatl_core.transformations.operations.distributions.binary.multiplication module pysatl_core.transformations.operations.distributions.mixture module pysatl_core.transformations.operations.methods.affine module pysatl_core.transformations.operations.methods.binary.base module pysatl_core.transformations.operations.methods.binary.division module pysatl_core.transformations.operations.methods.binary.linear module pysatl_core.transformations.operations.methods.binary.multiplication module pysatl_core.transformations.operations.methods.mixture module pysatl_core.transformations.operators_mixin module pysatl_core.transformations.transformation_method 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.distributions.computations.registry.FitterRegistry method) (pysatl_core.families.registry.ParametricFamilyRegister class method) register_many() (pysatl_core.distributions.computations.registry.FitterRegistry 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) required (pysatl_core.sampling.unuran.core.method_requirements.MethodCharacteristics attribute) required_characteristic_options() (pysatl_core.distributions.strategies.ComputationPlan method) required_computation_options() (pysatl_core.distributions.strategies.ComputationPlan method) required_options() (pysatl_core.distributions.strategies.ComputationPlan method)

requires_support (pysatl_core.sampling.unuran.core.method_requirements.MethodCharacteristics attribute) reset_characteristic_registry() (in module pysatl_core.distributions.registry.configuration) reset_families_register() (in module pysatl_core.families.configuration) reset_fitter_registry() (in module pysatl_core.distributions.computations.registry) residue (pysatl_core.distributions.support.IntegerLatticeDiscreteSupport attribute) resolve_characteristic_options() (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor method) resolve_computation_options() (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor method) resolve_options() (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor method) ResolvedEdgeOptions (class in pysatl_core.distributions.computations.options) 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) right_distribution (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution property)

S

sample() (pysatl_core.distributions.distribution.Distribution method) (pysatl_core.distributions.strategies.SamplingStrategy method) (pysatl_core.families.distribution.ParametricFamilyDistribution method) (pysatl_core.sampling.default.DefaultSamplingUnivariateStrategy method) (pysatl_core.sampling.unuran.core.unuran_sampler.DefaultUnuranSampler method) (pysatl_core.sampling.unuran.core.unuran_sampling_strategy.DefaultUnuranSamplingStrategy method) (pysatl_core.transformations.operations.distributions.affine.AffineDistribution method) (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution method) (pysatl_core.transformations.operations.distributions.mixture.FiniteMixtureDistribution method) sampling_strategy (pysatl_core.distributions.distribution.Distribution attribute) (pysatl_core.distributions.distribution.Distribution property) SamplingStrategy (class in pysatl_core.distributions.strategies) scale (pysatl_core.transformations.operations.distributions.affine.AffineDistribution property) score() (pysatl_core.families.parametric_family.ParametricFamily method) SetConstraint (class in pysatl_core.distributions.registry.constraint) setup_callback() (pysatl_core.sampling.unuran.core._unuran_sampler.callbacks.UnuranCallback method) setup_continuous_callbacks() (pysatl_core.sampling.unuran.core._unuran_sampler.callbacks.UnuranCallback method) setup_dgt_method() (pysatl_core.sampling.unuran.core._unuran_sampler.dgt.DGTSetup method) setup_discrete_callbacks() (pysatl_core.sampling.unuran.core._unuran_sampler.callbacks.UnuranCallback method) SF (pysatl_core.types.CharacteristicName attribute)

shape (pysatl_core.types.Interval1D property) shift (pysatl_core.transformations.operations.distributions.affine.AffineDistribution property) SINGLE_POINT (pysatl_core.types.ContinuousSupportShape1D attribute), [1] SKEW (pysatl_core.types.CharacteristicName attribute) source (pysatl_core.distributions.strategies.ComputationPlan attribute), [1] source_requirements (pysatl_core.transformations.transformation_method.TransformationMethod attribute) sources (pysatl_core.distributions.computations.computation.EvaluatorMethod attribute) (pysatl_core.distributions.computations.computation.FittedComputationMethod attribute) (pysatl_core.distributions.computations.computation.FitterMethod attribute) (pysatl_core.distributions.strategies.ComputationStep attribute), [1] STANDARD_MOMENT (pysatl_core.types.CharacteristicName attribute) steps (pysatl_core.distributions.strategies.ComputationPlan attribute), [1] SUB (pysatl_core.transformations.operations.distributions.binary.base.BinaryOperationName attribute), [1] (pysatl_core.types.BinaryOperationName attribute), [1] 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) support_resolver (pysatl_core.families.parametric_family.ParametricFamily property)

T

target (pysatl_core.distributions.computations.computation.AnalyticalComputation attribute) (pysatl_core.distributions.computations.computation.Computation attribute) (pysatl_core.distributions.computations.computation.Computation property) (pysatl_core.distributions.computations.computation.EvaluatorMethod attribute) (pysatl_core.distributions.computations.computation.FittedComputationMethod attribute) (pysatl_core.distributions.computations.computation.FitterMethod attribute) (pysatl_core.distributions.strategies.ComputationPlan attribute), [1] (pysatl_core.distributions.strategies.ComputationStep attribute), [1] TDR (pysatl_core.sampling.unuran.method_config.UnuranMethod attribute) to_base() (pysatl_core.families.parametric_family.ParametricFamily method) (pysatl_core.families.parametric_family.PartialParametricFamily method)

to_computation_method() (pysatl_core.distributions.computations.descriptors.EvaluatorDescriptor method) (pysatl_core.distributions.computations.descriptors.FitterDescriptor method) transform_to_base_parametrization() (pysatl_core.families.parametrizations.Parametrization method) transformation (pysatl_core.transformations.transformation_method.TransformationMethod attribute) transformation_methods (pysatl_core.transformations.operations.distributions.binary.base.BinaryDistribution property) transformation_name (pysatl_core.transformations.distribution.DerivedDistribution property) TransformationLoopEdgeMeta (class in pysatl_core.distributions.registry.graph_primitives) TransformationMethod (class in pysatl_core.transformations.transformation_method) TransformationName (class in pysatl_core.types) TransformationOperatorsMixin (class in pysatl_core.transformations.operators_mixin)

U

UnivariateContinuous (in module pysatl_core.types) UnivariateDiscrete (in module pysatl_core.types) UnuranCallback (class in pysatl_core.sampling.unuran.core._unuran_sampler.callbacks) UnuranDomain (class in pysatl_core.sampling.unuran.core._unuran_sampler.domain) UnuranMethod (class in pysatl_core.sampling.unuran.method_config) UnuranMethodConfig (class in pysatl_core.sampling.unuran.method_config)

UnuranSamplerInitializer (class in pysatl_core.sampling.unuran.core._unuran_sampler.initialization) use_cdf (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute) use_fallback_sampler (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute) use_pdf (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute) use_ppf (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute) use_registry_characteristics (pysatl_core.sampling.unuran.method_config.UnuranMethodConfig attribute)

V

validate() (pysatl_core.families.parametrizations.Parametrization method) values (pysatl_core.distributions.computations.options.ResolvedEdgeOptions attribute), [1] VAR (pysatl_core.types.CharacteristicName attribute)

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

W

weights (pysatl_core.transformations.operations.distributions.mixture.FiniteMixtureDistribution property) with_computation_strategy() (pysatl_core.distributions.distribution.Distribution method) with_options() (pysatl_core.distributions.strategies.ComputationPlan method)

with_sampling_strategy() (pysatl_core.distributions.distribution.Distribution method) with_strategies() (pysatl_core.distributions.distribution.Distribution method) with_values() (pysatl_core.distributions.computations.options.EdgeOptionsDescriptor method)