monad-bayes: A library for probabilistic programming.

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A library for probabilistic programming using probability monads. The emphasis is on composition of inference algorithms implemented in terms of monad transformers.

Modules

[Last Documentation]

Control
- Monad
  - Bayes
    - Control.Monad.Bayes.Class
    - Density
      - Control.Monad.Bayes.Density.Free
      - Control.Monad.Bayes.Density.State
    - Control.Monad.Bayes.Enumerator
    - Inference
      - Lazy
        Control.Monad.Bayes.Inference.Lazy.MH
        Control.Monad.Bayes.Inference.Lazy.WIS
      - Control.Monad.Bayes.Inference.MCMC
      - Control.Monad.Bayes.Inference.PMMH
      - Control.Monad.Bayes.Inference.RMSMC
      - Control.Monad.Bayes.Inference.SMC
      - Control.Monad.Bayes.Inference.SMC2
      - Control.Monad.Bayes.Inference.TUI
    - Control.Monad.Bayes.Integrator
    - Control.Monad.Bayes.Population
    - Sampler
      - Control.Monad.Bayes.Sampler.Lazy
      - Control.Monad.Bayes.Sampler.Strict
    - Sequential
      - Control.Monad.Bayes.Sequential.Coroutine
    - Control.Monad.Bayes.Traced
      - Control.Monad.Bayes.Traced.Basic
      - Control.Monad.Bayes.Traced.Dynamic
      - Control.Monad.Bayes.Traced.Static
    - Control.Monad.Bayes.Weighted
Math
- Integrators
  - Math.Integrators.StormerVerlet

Flags

Manual Flags

Name	Description	Default
dev	Turn on development settings.	Disabled

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

Downloads

monad-bayes-1.0.0.tar.gz [browse] (Cabal source package)
Package description (as included in the package)

Maintainer's Corner

Package maintainers

DominicSteinitz, turion

For package maintainers and hackage trustees

edit package information

Candidates

0.1.0.0, 0.1.1.0, 1.0.0, 1.1.0, 1.3.0.1

Versions [RSS]	0.1.0.0, 0.1.1.0, 1.0.0, 1.1.0, 1.1.1, 1.2.0, 1.3.0, 1.3.0.1, 1.3.0.2, 1.3.0.3, 1.3.0.4
Change log	CHANGELOG.md
Dependencies	base (>=4.11 && <4.17), brick, containers (>=0.5.10 && <0.7), foldl, free (>=5.0.2 && <5.2), histogram-fill, ieee754 (>=0.8.0 && <0.9), integration, lens, linear, log-domain (>=0.12 && <0.14), math-functions (>=0.2.1 && <0.4), matrix, monad-bayes, monad-coroutine (>=0.9.0 && <0.10), monad-extras, mtl (>=2.2.2 && <2.3), mwc-random (>=0.13.6 && <0.16), optparse-applicative, pipes, pretty-simple, primitive, random, safe (>=0.3.17 && <0.4), scientific, statistics (>=0.14.0 && <0.17), text, time, vector (>=0.12.0 && <0.13), vty [details]
Tested with	ghc ==9.2.2
License	MIT
Copyright	2015-2020 Adam Scibior
Author	Adam Scibior <adscib@gmail.com>
Maintainer	dominic.steinitz@tweag.io
Category	Statistics
Home page	http://github.com/tweag/monad-bayes#readme
Bug tracker	https://github.com/tweag/monad-bayes/issues
Source repo	head: git clone https://github.com/tweag/monad-bayes.git
Uploaded	by DominicSteinitz at 2022-10-18T08:18:49Z
Distributions	LTSHaskell:1.3.0.4
Reverse Dependencies	1 direct, 0 indirect [details]
Executables	example
Downloads	1747 total (3 in the last 30 days)
Rating	(no votes yet) [estimated by Bayesian average]
Your Rating	λ λ λ
Status	Docs not available [build log] All reported builds failed as of 2022-10-18 [all 2 reports]