PySATL Core Logo
  • User Guide
    • Installation
      • Using Poetry
      • Using pip
    • PySATL Core: Usage Example
      • Setup
      • 1) Built-in family: Normal
        • Instantiating distributions in different parametrizations
        • Sampling
      • 2) Custom family with multiple parametrizations
        • Querying a derived PPF (scalar-only)
        • Summary
  • API Reference
    • pysatl_core
      • distributions
        • registry
        • computation
        • distribution
        • fitters
        • sampling
        • strategies
        • support
      • families
        • builtins
        • configuration
        • distribution
        • parametric_family
        • parametrizations
        • registry
      • types
        • Kind
        • EuclideanDistributionType
        • UnivariateContinuous
        • UnivariateDiscrete
        • DistributionType
        • ScalarFunc
        • Interval1D
        • ContinuousSupportShape1D
        • BoolArray
        • NumPyNumber
        • Number
        • NumericArray
        • CharacteristicName
        • FamilyName
  • Contributing
  • Changelog
    • Version 0.0.1a0 (Alpha)
PySATL Core
  • API Reference
  • pysatl_core
  • distributions
  • View page source

distributions

Core abstractions and implementations for probability distributions used throughout PySATL.

This package provides:
  • Distribution protocol and computational primitives

  • Characteristic graph registry with constraint-based filtering

  • Sampling interfaces and strategies

  • Support structures for distribution domains

  • registry
    • configuration
    • constraint
    • graph
    • graph_primitives
  • computation
    • Computation
    • FittedComputationMethodProtocol
    • ComputationMethodProtocol
    • AnalyticalComputation
    • FittedComputationMethod
    • ComputationMethod
  • distribution
    • Distribution
  • fitters
    • fit_pdf_to_cdf_1C()
    • fit_cdf_to_pdf_1C()
    • fit_cdf_to_ppf_1C()
    • fit_ppf_to_cdf_1C()
    • fit_pmf_to_cdf_1D()
    • fit_cdf_to_pmf_1D()
    • fit_cdf_to_ppf_1D()
    • fit_ppf_to_cdf_1D()
  • sampling
    • Sample
    • ArraySample
  • strategies
    • ComputationStrategy
    • DefaultComputationStrategy
    • SamplingStrategy
    • DefaultSamplingUnivariateStrategy
  • support
    • Support
    • ContinuousSupport
    • DiscreteSupport
    • ExplicitTableDiscreteSupport
    • IntegerLatticeDiscreteSupport
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