[Numpy-discussion] random number facilities in numarray and main Python libs
southey at uiuc.edu
Tue Sep 7 19:22:15 EDT 2004
The R project (http://www.r-project.org) provides a standalone GPL'ed Math
library (buried in the src/nmath/standalone subdirectory of the R code). This
includes random number generators for various distributions amongst other
goodies. But I have not looked to see what approach that the actual uniform
random generator uses (source comment says "A version of Marsaglia-MultiCarry").
However, this library should be as least as good as and probably better than
Ranlib that is currently being used
I used SWIG to generate wrappers for most of the functions (except the voids).
SWIG makes it very easy but I needed to create a SWIG include file because using
the header alone did not work correctly. If anyone wants more information or
files, let me know.
---- Original message ----
>Date: Tue, 07 Sep 2004 16:35:11 -0700
>From: Robert Kern <rkern at ucsd.edu>
>Subject: Re: [Numpy-discussion] random number facilities in numarray and main
>To: numpy-discussion at lists.sourceforge.net
>Faheem Mitha wrote:
>> Are the random number facilities provided by numarray.random_array
>> superior to those provided to those provided by the random module in the
>> Python library? They certainly seem more extensive, and I like the
>> interface better.
>> If so, why not replace the random module by the equivalent functionality
>> from numarray.random_array, and have everyone use the same random number
>> generator? Or is this impossible for practical reasons?
>numarray.random_array can generate arrays full of random numbers.
>Standard Python's random does not and will not until numarray is part of
>the standard library. Standard Python's random also uses the Mersenne
>Twister algorithm which is, by most accounts, superior to RANLIB's
>algorithm, so I for one would object to replacing it with numarray's
>I do intend to implement the Mersenne Twister algorithm for SciPy's PRNG
>facilities (on some unspecified weekend). I will also try to code
>something up for numarray, too.
>> By the way, what is the name of the pseudo-random number generator being
>> used? I see that the code is in Packages/RandomArray2/Src, but could not
>> see where the name of the generator is mentioned.
>documents the base algorithm.
>rkern at ucsd.edu
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