monad-bayes VS statistics

Compare monad-bayes vs statistics and see what are their differences.

monad-bayes

A library for probabilistic programming in Haskell. (by tweag)

statistics

A fast, high quality library for computing with statistics in Haskell. (by haskell)
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monad-bayes statistics
5 1
395 295
0.8% 0.3%
8.0 6.1
3 days ago 7 months ago
Jupyter Notebook Haskell
MIT License BSD 2-clause "Simplified" License
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monad-bayes

Posts with mentions or reviews of monad-bayes. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-01.
  • Monthly Hask Anything (July 2022)
    6 projects | /r/haskell | 1 Jul 2022
    source-repository-package type: git location: https://github.com/tweag/monad-bayes.git
  • Missing specialisation warning
    1 project | /r/haskell | 8 Jun 2022
    I'm extending https://github.com/tweag/monad-bayes, which had it already, not sure where from. To be fair, it only had it in "dev" mode. Here's the flags in the cabal file:
  • Call for statistical problems for monad-bayes
    1 project | /r/haskell | 2 Jun 2022
    So this summer I'll be working as part of a Tweag fellowship (https://www.tweag.io/blog/2020-02-14-os-fellowship/) on extending the Bayesian inference and probabilistic programming library monad-bayes (https://github.com/tweag/monad-bayes). It's a super nice library, and my goal is to make it much more user friendly (see these draft docs for example: https://monad-bayes.netlify.app/).
  • Basic questions about GHC options
    2 projects | /r/haskell | 18 Apr 2022
    These questions are pretty basic, but I'm having a hard time making sure I'm doing things right. I have a .cabal file which I want to change in order to enable e.g. threading and optimization (https://github.com/tweag/monad-bayes/blob/master/monad-bayes.cabal). Looking at it, I don't see -O2 or -threading anywhere, so am I right in thinking those things aren't happening, or am I looking in the wrong place?
  • Parallel arrays
    1 project | /r/haskell | 17 Apr 2022
    Thanks so much! Streamly seems like a good idea. I'll almost certainly follow up with more detailed questions after trying some things, but just for context for now, here's the code I'm trying to modify: https://github.com/tweag/monad-bayes/blob/master/src/Control/Monad/Bayes/Population.hs .

statistics

Posts with mentions or reviews of statistics. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-01-29.
  • Tweag - Intern opening to improve GHC performance
    2 projects | /r/haskell | 29 Jan 2021
    I just did cabal build | ts -i '[%.s]' and found that https://github.com/haskell/statistics/blob/a2aa25181e50cd63db4a785c20c973a3c4dd5dac/Statistics/Function.hs takes 5 seconds to compile! Quite insane, warrants an issue. Probably related to inlining.

What are some alternatives?

When comparing monad-bayes and statistics you can also consider the following projects:

NestedSampling

nimber - Finite nimber arithmetic

markov-realization - Haskell implementation of Markov chains.

statistics-linreg - Linear Regression in Haskell

inliterate - DiffusionKinetics open-source monorepo

singletons-presburger - Presburger arithmetic solver for built-in type-level naturals

jordan - Abstract, inspectable JSON representation of Haskell objects

levmar - An implementation of the Levenberg-Marquardt algorithm

learnyouahaskell.github.io - A community version of the renowned "Learn You a Haskell" (LYAH) tutorials collection!

fast-math - Play fast and loose with IEEE-754 rewrite RULES

linearEqSolver - Solve systems of linear equations, using SMT solvers.

ms - metric spaces