stats-monad: A discrete probability monad with statistics

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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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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
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Downloads 4 total (4 in the last 30 days)
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Status Docs available [build log]
Last success reported on 2025-06-30 [all 1 reports]