Julia Statistics

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41 repositories

GLM.jl
Public
Generalized linear models in Julia
data-science statistics regression glm statistical-models julia
Julia
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Other
•116•601•58•13•Updated Jan 8, 2025Jan 8, 2025
Distributions.jl
Public
A Julia package for probability distributions and associated functions.
data-science statistics probability-distributions julia
Julia
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Other
•421•1.1k•333•108•Updated Jan 8, 2025Jan 8, 2025
Clustering.jl
Public
A Julia package for data clustering
clustering julia k-means hierarchical-clustering markov-clustering fuzzy-clustering
Julia
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Other
•120•359•28•10•Updated Jan 6, 2025Jan 6, 2025
Statistics.jl
Public
The Statistics stdlib that ships with Julia.
statistics julialang
Julia
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Other
•42•77•50•13•Updated Jan 3, 2025Jan 3, 2025
PDMats.jl
Public
Uniform Interface for positive definite matrices of various structures
linear-algebra julia positive-definite-matrices
Julia
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Other
•43•105•22•6•Updated Jan 2, 2025Jan 2, 2025
StatsFuns.jl
Public
Mathematical functions related to statistics.
Julia
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Other
•40•235•9•2•Updated Dec 18, 2024Dec 18, 2024
StatsBase.jl
Public
Basic statistics for Julia
summarization statistical-models statistics julia
Julia
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Other
•194•589•163•39•Updated Dec 13, 2024Dec 13, 2024
LogExpFunctions.jl
Public
Julia package for various special functions based on `log` and `exp`.
Julia
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Other
•22•76•10•3•Updated Dec 12, 2024Dec 12, 2024
MixedModels.jl
Public
A Julia package for fitting (statistical) mixed-effects models
statistics julia mixed-effects statistical-models mixed-models
Julia
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MIT License
•48•413•53•4•Updated Dec 11, 2024Dec 11, 2024
Rmath.jl
Public
Archive of functions that emulate R's d-p-q-r functions for probability distributions
julia probability r-language
Julia
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Other
•12•16•2•1•Updated Dec 1, 2024Dec 1, 2024
HypothesisTests.jl
Public
Hypothesis tests for Julia
statistics hypothesis-testing hacktoberfest julia
Julia
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MIT License
•88•304•61•24•Updated Nov 25, 2024Nov 25, 2024
Survival.jl
Public
Survival analysis in Julia
statistics survival-analysis kaplan-meier cox-regression time-to-event julia
Julia
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MIT License
•23•73•15•8•Updated Nov 18, 2024Nov 18, 2024
StatsAPI.jl
Public
A statistics-focused namespace for packages to share functions
statistics julia julialang
Julia
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Other
•10•17•4•5•Updated Nov 15, 2024Nov 15, 2024
StatsModels.jl
Public
Specifying, fitting, and evaluating statistical models in Julia
statistical-models julia
Julia
•32•253•81•15•Updated Nov 15, 2024Nov 15, 2024
Loess.jl
Public
Local regression, so smooooth!
Julia
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Other
•34•104•6•3•Updated Nov 14, 2024Nov 14, 2024
Distances.jl
Public
A Julia package for evaluating distances (metrics) between vectors.
julia distance pairwise-distances distance-evaluation
Julia
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Other
•98•438•32•10•Updated Oct 23, 2024Oct 23, 2024
GLMNet.jl
Public
Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet
Julia
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Other
•35•96•10•2•Updated Oct 7, 2024Oct 7, 2024
Lasso.jl
Public
Lasso/Elastic Net linear and generalized linear models
regularized-linear-regression l1 julia lasso
Julia
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Other
•31•145•12•1•Updated Oct 6, 2024Oct 6, 2024
Rmath-julia
Public
The Rmath library from R
math julia r-language
C
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GNU General Public License v2.0
•31•29•0•0•Updated Sep 11, 2024Sep 11, 2024
NMF.jl
Public
A Julia package for non-negative matrix factorization
Julia
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Other
•34•90•3•0•Updated Aug 22, 2024Aug 22, 2024
TimeSeries.jl
Public
Time series toolkit for Julia
Julia
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Other
•69•355•50•5•Updated Jul 17, 2024Jul 17, 2024
MultivariateStats.jl
Public
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
linear-regression regression pca dimensionality-reduction cca mds lda ridge-regression ols-regression isotonic-regression
Julia
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Other
•86•380•41•8•Updated Jun 5, 2024Jun 5, 2024
KernelDensity.jl
Public
Kernel density estimators for Julia
statistics julia kernel-density-estimation
Julia
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Other
•40•182•30•10•Updated May 30, 2024May 30, 2024
RDatasets.jl
Public
Julia package for loading many of the data sets available in R
R
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GNU General Public License v3.0
•56•160•18•5•Updated Apr 5, 2024Apr 5, 2024
MLBase.jl
Public
A set of functions to support the development of machine learning algorithms
Julia
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MIT License
•63•185•8•4•Updated Aug 17, 2023Aug 17, 2023
ConjugatePriors.jl
Public
A Julia package to support conjugate prior distributions.
statistics prior-distribution julia
Julia
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Other
•19•46•7•1•Updated Feb 14, 2023Feb 14, 2023
StatsKit.jl
Public
Convenience meta-package to load essential packages for statistics
batteries-included meta-package statistics julia
Julia
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Other
•16•141•3•0•Updated Oct 17, 2022Oct 17, 2022
JuliaStats.github.io
Public
The home page of JuliaStats
CSS
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Other
•6•11•3•0•Updated Apr 10, 2022Apr 10, 2022
TimeModels.jl
Public
Modeling time series in Julia
Julia
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Other
•28•58•15•3•Updated Feb 8, 2020Feb 8, 2020
RmathDist.jl
Public
Julia interface to Rmath distribution functions
Julia
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Other
•6•3•1•1•Updated Feb 8, 2020Feb 8, 2020