diff options
Diffstat (limited to 'numpy/random/__init__.py')
| -rw-r--r-- | numpy/random/__init__.py | 33 |
1 files changed, 16 insertions, 17 deletions
diff --git a/numpy/random/__init__.py b/numpy/random/__init__.py index 21c1adddf..6543161f2 100644 --- a/numpy/random/__init__.py +++ b/numpy/random/__init__.py @@ -16,7 +16,6 @@ integers Uniformly distributed integers, replaces ``randint`` bytes Uniformly distributed random bytes. permutation Randomly permute a sequence / generate a random sequence. shuffle Randomly permute a sequence in place. -seed Seed the random number generator. choice Random sample from 1-D array. ==================== ========================================================= @@ -32,6 +31,7 @@ random_integers Uniformly distributed integers in a given range. (deprecated, use ``integers(..., closed=True)`` instead) random_sample Alias for `random_sample` randint Uniformly distributed integers in a given range +seed Seed the legacy random number generator. ==================== ========================================================= ==================== ========================================================= @@ -98,13 +98,15 @@ set_state Set state of generator. BitGenerator Streams that work with Generator --------------------------------------------- --- MT19937 -DSFMT -PCG32 PCG64 Philox -ThreeFry -Xoshiro256 -Xoshiro512 +SFC64 +============================================= === + +============================================= === +Getting entropy to initialize a BitGenerator +--------------------------------------------- --- +SeedSequence ============================================= === """ @@ -165,19 +167,16 @@ __all__ = [ from . import mtrand from .mtrand import * -from .dsfmt import DSFMT from .generator import Generator +from .bit_generator import SeedSequence from .mt19937 import MT19937 -from .pcg32 import PCG32 from .pcg64 import PCG64 from .philox import Philox -from .threefry import ThreeFry -from .xoshiro256 import Xoshiro256 -from .xoshiro512 import Xoshiro512 +from .sfc64 import SFC64 from .mtrand import RandomState -__all__ += ['Generator', 'DSFMT', 'MT19937', 'Philox', 'PCG64', 'PCG32', - 'ThreeFry', 'Xoshiro256', 'Xoshiro512', 'RandomState'] +__all__ += ['Generator', 'RandomState', 'SeedSequence', 'MT19937', + 'Philox', 'PCG64', 'SFC64'] def __RandomState_ctor(): @@ -185,10 +184,10 @@ def __RandomState_ctor(): This function exists solely to assist (un)pickling. - Note that the state of the RandomState returned here is irrelevant, as this function's - entire purpose is to return a newly allocated RandomState whose state pickle can set. - Consequently the RandomState returned by this function is a freshly allocated copy - with a seed=0. + Note that the state of the RandomState returned here is irrelevant, as this + function's entire purpose is to return a newly allocated RandomState whose + state pickle can set. Consequently the RandomState returned by this function + is a freshly allocated copy with a seed=0. See https://github.com/numpy/numpy/issues/4763 for a detailed discussion |