random-fu: Random number generation

[ math, public-domain ] [ Propose Tags ]

Random number generation based on modeling random variables in two complementary ways: first, by the parameters of standard mathematical distributions and, second, by an abstract type (RVar) which can be composed and manipulated monadically and sampled in either monadic or "pure" styles.

The primary purpose of this library is to support defining and sampling a wide variety of high quality random variables. Quality is prioritized over speed, but performance is an important goal too.

In my testing, I have found it capable of speed comparable to other Haskell libraries, but still a fair bit slower than straight C implementations of the same algorithms.

Changes in 0.2.1.0: Exposed Categorical type (it had been hidden by accident a few version ago), gave it a Read instance, and dropped a no-longer-necessary Ord context from fromWeightedList. Thank you Antal Spector-Zabusky for catching these!

Changes in 0.2.0.2: None except setting "Buildable: False" under GHC 7.2.1 (see flexible-defaults 0.0.0.2 for more detailed explanation).

Changes in 0.2: The old random-fu package has been split into three parts: random-source, rvar, and this new random-fu. The end-user interface is mostly the same.

Flags

Automatic Flags
NameDescriptionDefault
base4_2

base-4.2 has an incompatible change in Data.Fixed (HasResolution)

Enabled
mtl2

mtl-2 has State, etc., as "type" rather than "newtype"

Enabled

Use -f <flag> to enable a flag, or -f -<flag> to disable that flag. More info

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Note: This package has metadata revisions in the cabal description newer than included in the tarball. To unpack the package including the revisions, use 'cabal get'.

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Versions [RSS] 0.0.0.2, 0.0.1.1, 0.0.2.0, 0.0.2.1, 0.0.3, 0.0.3.2, 0.1.0.0, 0.1.3, 0.1.4, 0.2, 0.2.1.0, 0.2.1.1, 0.2.2.0, 0.2.3.0, 0.2.3.1, 0.2.4.0, 0.2.5.0, 0.2.6.0, 0.2.6.1, 0.2.6.2, 0.2.7.0, 0.2.7.3, 0.2.7.4, 0.2.7.6, 0.2.7.7, 0.3.0.0, 0.3.0.1 (info)
Dependencies base (>=4 && <4.5), erf, erf-native, gamma, monad-loops (>=0.3.0.1), mtl (>=1 && <3), random-shuffle, random-source (>=0.3 && <0.4), rvar (>=0.2 && <0.3), syb, template-haskell, transformers, vector (>=0.7) [details]
License LicenseRef-PublicDomain
Author James Cook <james.cook@usma.edu>
Maintainer James Cook <james.cook@usma.edu>
Revised Revision 1 made by Bodigrim at 2022-02-23T23:40:57Z
Category Math
Home page https://github.com/mokus0/random-fu
Source repo head: git clone https://github.com/mokus0/random-fu.git(random-fu)
Uploaded by JamesCook at 2011-08-29T22:21:37Z
Distributions Arch:0.3.0.1, Debian:0.2.7.4, LTSHaskell:0.3.0.1, NixOS:0.3.0.1, Stackage:0.3.0.1
Reverse Dependencies 44 direct, 21 indirect [details]
Downloads 26594 total (116 in the last 30 days)
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