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.


Versions,, 1.0.0, 1.0.0, 1.1.0, 1.1.1, 1.2.0, 1.3.0,,
Change log
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]
License MIT
Copyright 2015-2020 Adam Scibior
Author Adam Scibior <>
Category Statistics
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Source repo head: git clone
Uploaded by DominicSteinitz at 2022-10-18T08:18:28Z



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