185 lines
88 KiB
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185 lines
88 KiB
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òÿÿH‹<$è‘}ÿÿéüñÿÿèÇÿÿH‹L$H…À„.ûÿÿéþÿÿL‹$é óÿÿf. „ �H‹H‰øH‰H‹~H‰xH‹NH�T:HÇ@
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L� ÉHÁÁHÊH‰ùHÁé H�4ÒHÁÂH1ùI�L HÑL‰ÊHÁê L�ÉHÁÁL1ÊH�THÊH‰ñHÁé H�<ÒHÁÂH1ñI�LHÑL‰ÂHÁê H�4ÉHÁÁL1ÂH�THÊH‰ùHÁé L�ÒHÁÂH1ùH�LHÑH‰òHÁê H�<ÉHÁÁH1òI�THÊL‰ÁHÁé H�4ÒHÁÂL1ÁH�LHÑH‰úHÁê L�ÉH1úHÁÁH�T HÊH‰ñHÁé H�<ÒHÁÂH1ñI�L
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HÑL‰ÂHÁê H�4ÉHÁÁL1ÂH�T HÊH‰ñHÁé H1ñH‰H� ÒHÁÂH‰HH‰ùHÁé H1ùH�L HÊH‰PÃff. „ @ H‰øH�H9þt$óo óo@F‹p ‰2‹@$‰Ãf „ H‹8H‰>H‹xH‰~H‹xH‰~H‹xH‰~‹p ‰2‹@$‰Ã € H�FH9ÇtóoóoF‰W ‰O$GÃH‹H‰H‰GH‹FH‰GH‹F‰W H‰G‰O$à ó úHƒìHƒÄà Shared Cython type %.200s is not a type object Shared Cython type %.200s has the wrong size, try recompiling %.200s() keywords must be strings %s() got multiple values for keyword argument '%U' __int__ returned non-int (type %.200s). The ability to return an instance of a strict subclass of int is deprecated, and may be removed in a future version of Python. __int__ returned non-int (type %.200s) function's dictionary may not be deleted setting function's dictionary to a non-dict %.200s does not export expected C variable %.200s C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s) Interpreter change detected - this module can only be loaded into one interpreter per process. unbound method %.200S() needs an argument value too large to convert to int __annotations__ must be set to a dict object __kwdefaults__ must be set to a dict object changes to cyfunction.__kwdefaults__ will not currently affect the values used in function calls __defaults__ must be set to a tuple object changes to cyfunction.__defaults__ will not currently affect the values used in function calls __qualname__ must be set to a string object __name__ must be set to a string object %.200s.%.20
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SFC64(seed=None)
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BitGenerator for Chris Doty-Humphrey's Small Fast Chaotic PRNG.
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Parameters
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----------
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seed : {None, int, array_like[ints], SeedSequence}, optional
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A seed to initialize the `BitGenerator`. If None, then fresh,
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unpredictable entropy will be pulled from the OS. If an ``int`` or
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``array_like[ints]`` is passed, then it will be passed to
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`SeedSequence` to derive the initial `BitGenerator` state. One may also
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pass in a `SeedSequence` instance.
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Notes
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-----
|
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`SFC64` is a 256-bit implementation of Chris Doty-Humphrey's Small Fast
|
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Chaotic PRNG ([1]_). `SFC64` has a few different cycles that one might be
|
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on, depending on the seed; the expected period will be about
|
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:math:`2^{255}` ([2]_). `SFC64` incorporates a 64-bit counter which means
|
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that the absolute minimum cycle length is :math:`2^{64}` and that distinct
|
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seeds will not run into each other for at least :math:`2^{64}` iterations.
|
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|
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|
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|
|
`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() %s takes no keyword arguments takes exactly one argument %.200s() %s (%zd given) takes no arguments Bad call flags for CyFunction _cython_3_1_4 <cyfunction %U at %p> __pyx_capi__ __loader__ loader __file__ origin __package__ parent __path__ submodule_search_locations keywords must be strings an integer is required __setstate_cython__ exactly <stringsource> name '%U' is not defined numpy/random/_sfc64.pyx at most at least __init__ Missing type object __reduce_cython__ assignment __del__ builtins cython_runtime __builtins__ does not match numpy._core._multiarray_umath numpy.core._multiarray_umath _ARRAY_API _ARRAY_API is NULL pointer BitGenerator numpy.random.bit_generator numpy dtype flatiter broadcast ndarray generic number unsignedinteger inexact complexfloating flexible character ufunc SeedSequence SeedlessSequence double LEGACY_POISSON_LAM_MAX uint64_t MAXSIZE init numpy.random._sfc64 numpy.random._common __reduce__ __module__ __dictoffset__ __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_coroutine numpy.random._sfc64.SFC64 state state must be for a {self.__class__.__name__} RNG self._bitgen cannot be converted to a Python object for pickling numpy._core.umath failed to import numpy._core.multiarray failed to import SFC64.__setstate_cython__ SFC64.__reduce_cython__ state must be a dict numpy.random._sfc64 cline_in_traceback asyncio.coroutines __setstate_cython__ generate_state __reduce_cython__ bit_generator <stringsource> _is_coroutine _initializing ImportError __pyx_vtable__ has_uint32 ValueError __reduce_ex__ __pyx_state isenabled TypeError uinteger __setstate__ __set_name__ __qualname__ __getstate__ disable uint64 __reduce__ __module__ enable state numpy empty dtype __class__ SFC64 __test__ __spec__ self seed __name__ __main__ __init__ __func__ pop get __all__ np gc ? ۯ
|
|||
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