intellecton/venv/lib/python3.12/site-packages/numpy/random/_sfc64.cpython-312-x86_64-linux-gnu.so

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--

    BitGenerator for Chris Doty-Humphrey's Small Fast Chaotic PRNG.

    Parameters
    ----------
    seed : {None, int, array_like[ints], SeedSequence}, optional
        A seed to initialize the `BitGenerator`. If None, then fresh,
        unpredictable entropy will be pulled from the OS. If an ``int`` or
        ``array_like[ints]`` is passed, then it will be passed to
        `SeedSequence` to derive the initial `BitGenerator` state. One may also
        pass in a `SeedSequence` instance.

    Notes
    -----
    `SFC64` is a 256-bit implementation of Chris Doty-Humphrey's Small Fast
    Chaotic PRNG ([1]_). `SFC64` has a few different cycles that one might be
    on, depending on the seed; the expected period will be about
    :math:`2^{255}` ([2]_). `SFC64` incorporates a 64-bit counter which means
    that the absolute minimum cycle length is :math:`2^{64}` and that distinct
    seeds will not run into each other for at least :math:`2^{64}` iterations.

    `SFC64` provides a capsule containing function pointers that produce
    doubles, and unsigned 32 and 64- bit integers. These are not
    directly consumable in Python and must be consumed by a `Generator`
    or similar object that supports low-level access.

    **State and Seeding**

    The `SFC64` state vector consists of 4 unsigned 64-bit values. The last
    is a 64-bit counter that increments by 1 each iteration.

    The input seed is processed by `SeedSequence` to generate the first
    3 values, then the `SFC64` algorithm is iterated a small number of times
    to mix.

    **Compatibility Guarantee**

    `SFC64` makes a guarantee that a fixed seed will always produce the same
    random integer stream.

    References
    ----------
    .. [1] `"PractRand"
            <https://pracrand.sourceforge.net/RNG_engines.txt>`_
    .. [2] `"Random Invertible Mapping Statistics"
            <https://www.pcg-random.org/posts/random-invertible-mapping-statistics.html>`_
    
        Get or set the PRNG state

        Returns
        -------
        state : dict
            Dictionary containing the information required to describe the
            state of the PRNG
        needs an argument%.200s() %stakes no keyword argumentstakes exactly one argument%.200s() %s (%zd given)takes no argumentsBad call flags for CyFunction_cython_3_2_4<cyfunction %U at %p>__loader__loader__file__origin__package__parent__path__submodule_search_locationsan integer is requiredkeywords must be strings__setstate_cython__exactly<stringsource>name '%U' is not definednumpy/random/_sfc64.pyxat mostat least__init__Missing type object__reduce_cython__assignment__del__builtinscython_runtime__builtins__does not matchdecompresszlibnumpy._core._multiarray_umathnumpy.core._multiarray_umath_ARRAY_API_ARRAY_API is NULL pointerBitGeneratornumpy.random.bit_generatornumpydtypeflatiterbroadcastndarraygenericnumberunsignedintegerinexactcomplexfloatingflexiblecharacterufuncSeedlessSeedSequenceSeedlessSequence__pyx_capi__variableinit numpy.random._sfc64numpy.random._common__reduce____module____vectorcalloffset____weaklistoffset__func_doc__doc__func_name__name____qualname__func_dict__dict__func_globals__globals__func_closure__closure__func_code__code__func_defaults__defaults____kwdefaults____annotations___is_coroutinenumpy.random._sfc64.SFC64statex<>mR<6D>n1'<27><>w<EFBFBD> <20>	<09><>R<EFBFBD>Jm<1A>p<19>ڳ<EFBFBD><DAB3>{e<><65>8r<38><72>x<EFBFBD><78>w<EFBFBD>U<EFBFBD><<1E><>7<EFBFBD><37><EFBFBD><19><>qD<71>ʝ<EFBFBD>y<EFBFBD>L(<28><><EFBFBD><EFBFBD>c<EFBFBD><63>/<2F>-<2D><><EFBFBD>jъSqT<71>w1<77><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>O"2<>v<0E><><05>1<EFBFBD>Ȫ!<21>c8P<38>1զ<>}*6_I<5F>jcR<63><52>wΆ]fdR<64><52>!
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