Julia Statistics

Open-source Julia projects categorized as Statistics
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Topics: Julia julia-language Data Science Machine Learning statistical-models
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Top 15 Julia Statistic Projects

  • MLJ.jl

    A Julia machine learning framework

  • Distributions.jl

    A Julia package for probability distributions and associated functions.

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  • StatsWithJuliaBook

    • Project mention: An Introduction to Statistical Learning with Applications in Python | news.ycombinator.com | 2023-07-09

    I actually like this book by Yoni Nazarathy

    https://statisticswithjulia.org/

    They have a book on Mathematics of DL too which is a natural progression from the concepts covered here.

    (I am slightly biased towards this since I've known the author by online interactions)

  • OnlineStats.jl

    ⚡ Single-pass algorithms for statistics

  • GLM.jl

    Generalized linear models in Julia

  • StatsBase.jl

    Basic statistics for Julia

  • GeoStats.jl

    An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

  • SaaSHub

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  • MixedModels.jl

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

  • 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.

  • MarSwitching.jl

    MarSwitching.jl: Julia package for Markov switching dynamic models

    • Project mention: MarSwitching.jl: New package for Markov Switching regression models | /r/Julia | 2023-10-04

    You can read more and check example in the package repo here: https://github.com/m-dadej/MarSwitching.jl

  • StatsAPI.jl

    A statistics-focused namespace for packages to share functions

  • NumericalAlgorithms.jl

    [DEPRECATED] Statistics & Numerical algorithms implemented in Julia.

  • biomisc_julia

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

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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).

Julia Statistics related posts

  • Downloading packages to Julia 0.7

    3 projects | /r/Julia | 20 Jan 2023

  • What is the Julia equivalent of Scikit-Learn?

    3 projects | /r/Julia | 30 Dec 2022

  • Recommended Self-Study Statistics Book

    1 project | /r/math | 14 Sep 2022

  • Don't waste your time on Julia

    2 projects | /r/rstats | 14 Aug 2022

  • R user excited about Julia

    1 project | /r/Julia | 3 Aug 2022

  • Julia ranks in the top most loved programming languages for 2022

    3 projects | news.ycombinator.com | 23 Jun 2022

  • Julia - linear mixed models

    2 projects | /r/Julia | 14 Dec 2021
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    www.saashub.com | 10 May 2024
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Index

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

Project Stars
1 MLJ.jl 1,725
2 Distributions.jl 1,073
3 StatsWithJuliaBook 1,059
4 OnlineStats.jl 819
5 GLM.jl 574
6 StatsBase.jl 565
7 GeoStats.jl 491
8 MixedModels.jl 395
9 HypothesisTests.jl 287
10 ScientificTypes.jl 92
11 ARCHModels.jl 88
12 MarSwitching.jl 34
13 StatsAPI.jl 17
14 NumericalAlgorithms.jl 12
15 biomisc_julia 1

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