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The factorial of a number or array of numbers.
The factorial of non-negative integer `n` is the product of all
positive integers less than or equal to `n`::
n! = n * (n - 1) * (n - 2) * ... * 1
Parameters
----------
n : int or float or complex (or array_like thereof)
Input values for ``n!``. Complex values require ``extend='complex'``.
By default, the return value for ``n < 0`` is 0.
exact : bool, optional
If ``exact`` is set to True, calculate the answer exactly using
integer arithmetic, otherwise approximate using the gamma function
(faster, but yields floats instead of integers).
Default is False.
extend : string, optional
One of ``'zero'`` or ``'complex'``; this determines how values ``n<0``
are handled - by default they are 0, but it is possible to opt into the
complex extension of the factorial (see below).
Returns
-------
nf : int or float or complex or ndarray
Factorial of ``n``, as integer, float or complex (depending on ``exact``
and ``extend``). Array inputs are returned as arrays.
Notes
-----
For arrays with ``exact=True``, the factorial is computed only once, for
the largest input, with each other result computed in the process.
The output dtype is increased to ``int64`` or ``object`` if necessary.
With ``exact=False`` the factorial is approximated using the gamma
function (which is also the definition of the complex extension):
.. math:: n! = \Gamma(n+1)
Examples
--------
>>> import numpy as np
>>> from scipy.special import factorial
>>> arr = np.array([3, 4, 5])
>>> factorial(arr, exact=False)
array([ 6., 24., 120.])
>>> factorial(arr, exact=True)
array([ 6, 24, 120])
>>> factorial(5, exact=True)
120
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