statistics VS monad-bayes

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

statistics

A fast, high quality library for computing with statistics in Haskell. (by haskell)

monad-bayes

A library for probabilistic programming in Haskell. (by tweag)
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statistics monad-bayes
1 5
295 395
0.3% 1.5%
6.1 8.1
7 months ago 6 days ago
Haskell Jupyter Notebook
BSD 2-clause "Simplified" License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

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.

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 .

What are some alternatives?

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

nimber - Finite nimber arithmetic

NestedSampling

statistics-linreg - Linear Regression in Haskell

markov-realization - Haskell implementation of Markov chains.

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

inliterate - DiffusionKinetics open-source monorepo

levmar - An implementation of the Levenberg-Marquardt algorithm

jordan - Abstract, inspectable JSON representation of Haskell objects

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

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

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

ms - metric spaces