Julia Statistics

Repositories

• GLM.jl

  Generalized linear models in Julia

  statistics julia regression glm statistical-models
  Julia 94 388 53 13 Updated Jul 24, 2021

• MixedModels.jl

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

  statistics julia mixed-effects statistical-models mixed-models
  Julia MIT 39 277 22 3 Updated Jul 22, 2021

• Distributions.jl

  A Julia package for probability distributions and associated functions.

  statistics julia probability-distribution
  Julia 327 718 222 59 Updated Jul 21, 2021

• Clustering.jl

  A Julia package for data clustering

  clustering julia k-means hierarchical-clustering markov-clustering fuzzy-clustering
  Julia 100 242 33 (1 issue needs help) 10 Updated Jul 20, 2021

• NMF.jl

  A Julia package for non-negative matrix factorization
  Julia 31 68 3 (1 issue needs help) 0 Updated Jul 18, 2021

• TimeSeries.jl

  Time series toolkit for Julia
  Julia 65 249 45 3 Updated Jul 15, 2021

• StatsBase.jl

  Basic statistics for Julia

  statistics julia summarization statistical-models
  Julia 155 352 116 35 Updated Jul 14, 2021

• StatsFuns.jl

  Mathematical functions related to statistics.
  Julia 31 120 10 13 Updated Jul 10, 2021

• LogExpFunctions.jl

  Julia package for various special functions based on `log` and `exp`.
  Julia 4 30 4 1 Updated Jul 7, 2021

• Lasso.jl

  Lasso/Elastic Net linear and generalized linear models

  julia lasso regularized-linear-regression l1
  Julia 24 107 7 1 Updated Jul 2, 2021

• Distances.jl

  A Julia package for evaluating distances (metrics) between vectors.

  julia distance pairwise-distances distance-evaluation
  Julia 80 272 26 8 Updated Jul 2, 2021

• StatsModels.jl

  Specifying, fitting, and evaluating statistical models in Julia

  julia statistical-models
  Julia 24 164 61 9 Updated Jun 29, 2021

• RDatasets.jl

  Julia package for loading many of the data sets available in R
  R GPL-3.0 51 130 11 3 Updated Jun 24, 2021

• HypothesisTests.jl

  Hypothesis tests for Julia

  statistics julia hypothesis-testing hacktoberfest
  Julia 66 184 43 17 Updated Jun 23, 2021

• PDMats.jl

  Uniform Interface for positive definite matrices of various structures

  julia linear-algebra positive-definite-matrices
  Julia 35 60 24 3 Updated Jun 11, 2021

• MultivariateStats.jl

  A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

  julia dimensionality-reduction multivariate-statistics
  Julia 60 233 30 8 Updated Jun 3, 2021

• Rmath-julia

  The Rmath library from R
  C GPL-2.0 26 21 5 3 Updated May 19, 2021

• GLMNet.jl

  Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet
  Julia 30 80 5 2 Updated May 3, 2021

• KernelDensity.jl

  Kernel density estimators for Julia

  statistics julia kernel-density-estimation
  Julia 31 107 20 5 Updated May 3, 2021

• StatsKit.jl

  Convenience meta-package to load essential packages for statistics

  statistics julia batteries-included meta-package
  Julia 10 86 3 0 Updated Apr 26, 2021

• Rmath.jl

  Archive of functions that emulate R's d-p-q-r functions for probability distributions
  Julia 11 11 3 0 Updated Mar 28, 2021

• StatsAPI.jl

  A statistics-focused namespace for packages to share functions

  statistics julia julialang
  Julia 2 4 0 0 Updated Mar 18, 2021

• Loess.jl

  Local regression, so smooooth!
  Julia 26 57 5 3 Updated Mar 13, 2021

• ConjugatePriors.jl

  A Julia package to support conjugate prior distributions.

  statistics julia prior-distribution
  Julia 14 36 6 1 Updated Feb 14, 2021

• Survival.jl

  Survival analysis in Julia

  statistics julia survival-analysis time-to-event
  Julia MIT 12 34 9 (1 issue needs help) 4 Updated Dec 18, 2020

• TimeModels.jl

  Modeling time series in Julia
  Julia 26 50 15 3 Updated Feb 8, 2020

• RmathDist.jl

  Julia interface to Rmath distribution functions
  Julia 5 2 1 1 Updated Feb 8, 2020

• PGM.jl

  A Julia framework for probabilistic graphical models.
  Julia 16 50 3 1 Updated Feb 8, 2020

• MLBase.jl

  A set of functions to support the development of machine learning algorithms
  Julia MIT 60 175 7 4 Updated Feb 8, 2020

• JuliaStats.github.io

  The home page of JuliaStats
  CSS 5 10 0 0 Updated Oct 26, 2019