Julia Statistics

Repositories

• GLM.jl

  Generalized linear models in Julia

  statistics julia regression glm statistical-models
  Julia 87 339 55 15 Updated Dec 18, 2020

• StatsModels.jl

  Specifying, fitting, and evaluating statistical models in Julia

  julia statistical-models
  Julia 22 132 53 8 Updated Dec 18, 2020

• Distributions.jl

  A Julia package for probability distributions and associated functions.

  statistics julia probability-distribution
  Julia 302 599 193 42 Updated Dec 18, 2020

• Survival.jl

  Survival analysis in Julia

  statistics julia survival-analysis time-to-event
  Julia MIT 11 28 8 (1 issue needs help) 4 Updated Dec 18, 2020

• Distances.jl

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

  julia distance pairwise-distances distance-evaluation
  Julia 75 231 25 7 Updated Dec 18, 2020

• MixedModels.jl

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

  statistics julia mixed-effects statistical-models mixed-models
  Julia MIT 39 229 23 3 Updated Dec 17, 2020

• Loess.jl

  Local regression, so smooooth!
  Julia 23 40 6 1 Updated Dec 15, 2020

• Lasso.jl

  Lasso/Elastic Net linear and generalized linear models

  julia lasso regularized-linear-regression l1
  Julia 22 96 6 1 Updated Dec 11, 2020

• StatsBase.jl

  Basic statistics for Julia

  statistics julia summarization statistical-models
  Julia 146 307 98 29 Updated Dec 11, 2020

• MultivariateStats.jl

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

  julia dimensionality-reduction multivariate-statistics
  Julia 59 200 23 6 Updated Dec 9, 2020

• GLMNet.jl

  Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet
  Julia 27 68 5 2 Updated Dec 7, 2020

• RDatasets.jl

  Julia package for loading many of the data sets available in R
  R GPL-3.0 45 114 9 0 Updated Nov 20, 2020

• StatsFuns.jl

  Mathematical functions related to statistics.
  Julia 26 95 16 8 Updated Nov 18, 2020

• NMF.jl

  A Julia package for non-negative matrix factorization
  Julia 30 69 9 3 Updated Nov 11, 2020

• HypothesisTests.jl

  Hypothesis tests for Julia

  statistics julia hypothesis-testing hacktoberfest
  Julia 62 156 36 14 Updated Nov 7, 2020

• TimeSeries.jl

  Time series toolkit for Julia
  Julia 59 202 41 0 Updated Nov 5, 2020

• KernelDensity.jl

  Kernel density estimators for Julia

  statistics julia kernel-density-estimation
  Julia 29 81 17 4 Updated Oct 31, 2020

• Clustering.jl

  A Julia package for data clustering

  clustering julia k-means hierarchical-clustering markov-clustering fuzzy-clustering
  Julia 92 212 29 (1 issue needs help) 7 Updated Oct 18, 2020

• PDMats.jl

  Uniform Interface for positive definite matrices of various structures

  julia linear-algebra positive-definite-matrices
  Julia 31 53 22 0 Updated Sep 19, 2020

• ConjugatePriors.jl

  A Julia package to support conjugate prior distributions.

  statistics julia prior-distribution
  Julia 12 28 6 1 Updated Mar 5, 2020

• Rmath.jl

  Archive of functions that emulate R's d-p-q-r functions for probability distributions
  Julia 10 7 4 0 Updated Feb 28, 2020

• StatsKit.jl

  Convenience meta-package to load essential packages for statistics

  statistics julia batteries-included meta-package
  Julia 9 66 4 1 Updated Feb 17, 2020

• TimeModels.jl

  Modeling time series in Julia
  Julia 25 41 14 3 Updated Feb 8, 2020

• RmathDist.jl

  Julia interface to Rmath distribution functions
  Julia 4 0 1 1 Updated Feb 8, 2020

• PGM.jl

  A Julia framework for probabilistic graphical models.
  Julia 16 47 3 1 Updated Feb 8, 2020

• MLBase.jl

  A set of functions to support the development of machine learning algorithms
  Julia MIT 56 171 7 4 Updated Feb 8, 2020

• JuliaStats.github.io

  The home page of JuliaStats
  CSS 4 9 0 0 Updated Oct 26, 2019

• DataArrays.jl Archived

  DEPRECATED: Data structures that allow missing values

  julia deprecated
  Julia 50 52 45 9 Updated Aug 27, 2018

• RmathBuilder

  Builder repository for rmath-julia
  Julia MIT 0 0 0 0 Updated Jun 12, 2018

• Klara.jl Archived

  MCMC inference in Julia
  Julia 39 163 25 0 Updated Apr 30, 2018