stats-monad: A discrete probability monad with statistics
This package implements an unnormalized distribution monad P designed for discrete probabilistic computations. The inference is exact by enumerating all possibilities, which means it is slow and is not meant for big programs. However, the ability to enumerate over the support of a program means we can provide primitives for computing statistical properties such as independence/moments of random variables.
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- stats-monad-0.1.0.1.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
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| Versions [RSS] | 0.1.0.0, 0.1.0.1 |
|---|---|
| Change log | CHANGELOG.md |
| Dependencies | base (>=4.16.4.0 && <=4.21.0.0) [details] |
| License | BSD-3-Clause |
| Author | Shing Hin Ho |
| Maintainer | shinghin.ho21@imperial.ac.uk |
| Category | Math |
| Home page | https://github.com/shinghinho/stats-monad |
| Uploaded | by shinghinho at 2025-06-30T23:18:38Z |
| Distributions | NixOS:0.1.0.1 |
| Downloads | 20 total (2 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 2025-06-30 [all 1 reports] |