Julia Statistics

Open-source Julia projects categorized as Statistics Edit details

Top 14 Julia Statistic Projects

  • MLJ.jl

    A Julia machine learning framework

  • StatsWithJuliaBook

    Project mention: Recommended Self-Study Statistics Book | reddit.com/r/math | 2022-09-14

    Today I just started read Stats with Julia (https://statisticswithjulia.org/) and I have to say as a CS and math person, I really love this book. Of course one of the reasons may be that I want to learn Julia.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • Distributions.jl

    A Julia package for probability distributions and associated functions.

    Project mention: Don't waste your time on Julia | reddit.com/r/rstats | 2022-08-14

    ...so the blog post you've posted 4 times contains a list of issues the author filed in 2020-2021... and at least for the handful I clicked, they indeed have (long) been sorted. e.g., Filed Dec 18th 2020, closed Dec 20th

  • OnlineStats.jl

    ⚡ Single-pass algorithms for statistics

    Project mention: online stats | reddit.com/r/rstats | 2021-12-06
  • GLM.jl

    Generalized linear models in Julia

  • StatsBase.jl

    Basic statistics for Julia

    Project mention: R user excited about Julia | reddit.com/r/Julia | 2022-08-03

    The author identified some bugs and those were fixed. But they were all edge cases or footguns that are obviously bad to do, but allowed because Julia is a flexible language. For example, in this issue, the author overwrites the array they are sampling from. Which is obviously going to produce bad results.

  • GeoStats.jl

    An extensible framework for high-performance geostatistics in Julia

  • talent.io

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  • MixedModels.jl

    A Julia package for fitting (statistical) mixed-effects models

    Project mention: Julia - linear mixed models | reddit.com/r/Julia | 2021-12-14

    This is a solid package. https://github.com/JuliaStats/MixedModels.jl

  • HypothesisTests.jl

    Hypothesis tests for Julia

  • ScientificTypes.jl

    An API for dispatching on the "scientific" type of data instead of the machine type

  • ARCHModels.jl

    A Julia package for estimating ARMA-GARCH models.

  • StatsAPI.jl

    A statistics-focused namespace for packages to share functions

    Project mention: Question: How to make method globally accessible (for interface/protocols/polymorphic types) and avoid "per-module" extension? | reddit.com/r/Julia | 2022-07-19

    This is the usual way of doing things in Julia, and is why there are packages like StatsAPI.jl.

  • NumericalAlgorithms.jl

    [DEPRECATED] Statistics & Numerical algorithms implemented in Julia.

  • biomisc_julia

    collection of miscellaneous command line bioinformatic scripts written in julia for speed

    Project mention: biomisc_julia:collection of miscellaneous command line bioinformatic scripts written in Julia | reddit.com/r/bioinformatics | 2022-05-11

    biomisc_julia:collection of miscellaneous command line bioinformatic scripts written in Julia . It includes general fasta and pdb file hadling, plots and sequence statistics.

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-09-14.

Julia Statistics related posts

Index

What are some of the best open-source Statistic projects in Julia? This list will help you:

Project Stars
1 MLJ.jl 1,473
2 StatsWithJuliaBook 967
3 Distributions.jl 911
4 OnlineStats.jl 716
5 GLM.jl 490
6 StatsBase.jl 489
7 GeoStats.jl 376
8 MixedModels.jl 339
9 HypothesisTests.jl 237
10 ScientificTypes.jl 82
11 ARCHModels.jl 74
12 StatsAPI.jl 11
13 NumericalAlgorithms.jl 10
14 biomisc_julia 1
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