monad-bayes: A library for probabilistic programming.
A library for probabilistic programming using probability monads. The emphasis is on composition of inference algorithms implemented in terms of monad transformers. Please refer to the documentation for a quick-start user guide and a reference overview of how it all works" and the included README.
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| dev | Turn on development settings. | Disabled |
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- monad-bayes-1.3.0.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
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| 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 |
|---|---|
| Change log | CHANGELOG.md |
| Dependencies | abstract-par (>=0.3 && <0.4), base (>=4.15 && <4.19), brick (>=1.0 && <2.0), containers (>=0.5.10 && <0.7), criterion (>=1.5 && <1.7), directory (>=1.3 && <1.4), foldl (>=1.4 && <1.5), free (>=5.0.2 && <5.2), histogram-fill (>=0.9 && <0.10), hspec (>=2.10 && <2.12), ieee754 (>=0.8.0 && <0.9), integration (>=0.2 && <0.3), lens (>=5.2 && <5.3), linear (>=1.22 && <1.23), log-domain (>=0.12 && <0.14), math-functions (>=0.2.1 && <0.4), matrix (>=0.3 && <0.4), monad-bayes, monad-coroutine (>=0.9.0 && <0.10), monad-extras (>=0.6 && <0.7), mtl (>=2.2.2 && <2.4), mwc-random (>=0.13.6 && <0.16), optparse-applicative (>=0.17 && <0.19), pipes (>=4.3 && <4.4), pretty-simple (>=4.1 && <4.2), primitive (>=0.7 && <0.9), process (>=1.6 && <1.7), QuickCheck (>=2.14 && <2.15), random (>=1.2 && <1.3), safe (>=0.3.17 && <0.4), scientific (>=0.3 && <0.4), statistics (>=0.14.0 && <0.17), text (>=1.2 && <2.1), time (>=1.9 && <1.13), transformers (>=0.5.6 && <0.7), typed-process (>=0.2 && <0.3), vector (>=0.12.0 && <0.14), vty (>=5.38 && <5.39) [details] |
| 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 turion at 2024-03-06T09:36:33Z |
| Distributions | |
| Reverse Dependencies | 1 direct, 0 indirect [details] |
| Executables | example |
| Downloads | 1239 total (41 in the last 30 days) |
| Rating | (no votes yet) [estimated by Bayesian average] |
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| Status | Docs available [build log] Last success reported on 2024-03-06 [all 1 reports] |