up follow livre

venv/lib/python3.13/site-packages/scipy/stats/sampling.py

@@ -0,0 +1,73 @@
+"""
+======================================================
+Random Number Generators (:mod:`scipy.stats.sampling`)
+======================================================
+
+.. currentmodule:: scipy.stats.sampling
+
+This module contains a collection of random number generators to sample
+from univariate continuous and discrete distributions. It uses the
+implementation of a C library called "UNU.RAN". The only exception is
+RatioUniforms, which is a pure Python implementation of the
+Ratio-of-Uniforms method.
+
+Generators Wrapped
+==================
+
+For continuous distributions
+----------------------------
+
+.. autosummary::
+   :toctree: generated/
+
+   NumericalInverseHermite
+   NumericalInversePolynomial
+   TransformedDensityRejection
+   SimpleRatioUniforms
+   RatioUniforms
+
+For discrete distributions
+--------------------------
+
+.. autosummary::
+   :toctree: generated/
+
+   DiscreteAliasUrn
+   DiscreteGuideTable
+
+Warnings / Errors used in :mod:`scipy.stats.sampling`
+-----------------------------------------------------
+
+.. autosummary::
+   :toctree: generated/
+
+   UNURANError
+
+
+Generators for pre-defined distributions
+========================================
+
+To easily apply the above methods for some of the continuous distributions
+in :mod:`scipy.stats`, the following functionality can be used:
+
+.. autosummary::
+   :toctree: generated/
+
+   FastGeneratorInversion
+
+"""
+from ._sampling import FastGeneratorInversion, RatioUniforms  # noqa: F401
+from ._unuran.unuran_wrapper import (  # noqa: F401
+   TransformedDensityRejection,
+   DiscreteAliasUrn,
+   DiscreteGuideTable,
+   NumericalInversePolynomial,
+   NumericalInverseHermite,
+   SimpleRatioUniforms,
+   UNURANError
+)
+
+__all__ = ["NumericalInverseHermite", "NumericalInversePolynomial",
+           "TransformedDensityRejection", "SimpleRatioUniforms",
+           "RatioUniforms", "DiscreteAliasUrn", "DiscreteGuideTable",
+           "UNURANError", "FastGeneratorInversion"]