Exponential

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Exponential#

class braintools.init.Exponential(scale, unit=None)#

Exponential distribution initialization.

Generates values from an exponential distribution.

Parameters:

scale (Array | ndarray | bool | number | bool | int | float | complex | Quantity) – Scale parameter (1/lambda) of the exponential distribution.

Examples

>>> import numpy as np
>>> import brainunit as u
>>> from braintools.init import Exponential
>>>
>>> init = Exponential(0.5 * u.siemens)
>>> rng = np.random.default_rng(0)
>>> weights = init(1000, rng=rng)
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