Julia machine learning libraries

61 libraries, 25 updated this year

Julia's packages are small and composable, so the section reads like a toolbox. Flux is the main deep learning library and Knet an older alternative; MLJ gives classical models a common interface the way scikit-learn does in Python. The JuliaStats organisation supplies Distributions, GLM, MultivariateStats, HypothesisTests and Clustering.

DataFrames.jl handles tabular data and Gadfly draws grammar-of-graphics plots. Several entries point to packages that have been renamed or replaced, such as LightGraphs (now Graphs.jl) and Mocha (superseded by Flux), so check the activity column before adding one to a project.

61 libraries

MXNetapache/incubator-mxnet Archived

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, JavaScript and more.

GeneralDeep learning
20.8k archived

FluxFluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

GeneralDeep learning
4.8k updated today

MLJalan-turing-institute/MLJ.jl

A Julia machine learning framework.

General
1.9k updated 5d ago

GadflyGiovineItalia/Gadfly.jl

Crafty statistical graphics for Julia.

Data & viz
1.9k updated 1y ago

DataFramesJuliaData/DataFrames.jl

Library for working with tabular data in Julia.

Data & viz
1.8k updated 13d ago

Knetdenizyuret/Knet.jl

Koç University Deep Learning Framework.

GeneralDeep learning
1.4k updated 1y ago

Mochapluskid/Mocha.jl Deprecated

Deep Learning framework for Julia inspired by Caffe.

GeneralDeep learning
1.3k updated 7y ago

DistributionsJuliaStats/Distributions.jl

A Julia package for probability distributions and associated functions.

Data & viz
1.2k updated 5d ago

LightGraphsJuliaGraphs/LightGraphs.jl Archived

Graph modelling and analysis.

Data & viz
665 archived

GLMJuliaStats/GLM.jl

Generalized linear models in Julia.

General
637 updated 1mo ago

ScikitLearncstjean/ScikitLearn.jl

Julia implementation of the scikit-learn API.

General
560 updated 1y ago

ImagesJuliaImages/Images.jl

An image library for Julia.

Examples
550 updated 5mo ago

Data Frames MetaJuliaData/DataFramesMeta.jl

Metaprogramming tools for DataFrames.

Data & viz
495 updated 2d ago

DistancesJuliaStats/Distances.jl

Julia module for Distance evaluation.

General
475 updated 1y ago

Mixed Modelsdmbates/MixedModels.jl

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

General
454 updated 5d ago

DSPJuliaDSP/DSP.jl

Digital Signal Processing (filtering, periodograms, spectrograms, window functions).

Examples
425 updated 8d ago

MultivariateStatsJuliaStats/MultivariateStats.jl

Methods for dimensionality reduction.

GeneralData & viz
387 updated 1mo ago

Text AnalysisJuliaText/TextAnalysis.jl

Julia package for text analysis.

NLP
386 updated 6mo ago

ClusteringJuliaStats/Clustering.jl

Basic functions for clustering data: k-means, dp-means, etc.

General
378 updated 11mo ago

Time SeriesJuliaStats/TimeSeries.jl

Time series toolkit for Julia.

Data & viz
370 updated 9d ago

Hypothesis TestsJuliaStats/HypothesisTests.jl

Hypothesis tests for Julia.

Data & viz
322 updated 23d ago

Gaussian ProcessesSTOR-i/GaussianProcesses.jl

Julia package for Gaussian processes.

General
320 updated 4mo ago

XGBoostdmlc/XGBoost.jl

EXtreme Gradient Boosting Package in Julia.

General
310 updated 1mo ago

Mambabrian-j-smith/Mamba.jl

Markov chain Monte Carlo (MCMC) for Bayesian analysis in Julia.

General
260 updated 4y ago

Kernel DensityJuliaStats/KernelDensity.jl

Kernel density estimators for Julia.

General
213 updated 9d ago

MLBaseJuliaStats/MLBase.jl

A set of functions to support the development of machine learning algorithms.

General
185 updated 3y ago

RDataSetsjohnmyleswhite/RDatasets.jl

Julia package for loading many of the data sets available in R.

Data & viz
167 updated 4d ago

DataDepsoxinabox/DataDeps.jl

Reproducible data setup for reproducible science.

Examples
160 updated 10d ago

Merlinhshindo/Merlin.jl

Flexible Deep Learning Framework in Julia.

GeneralDeep learning
146 updated 6y ago

StatsJuliaStats/StatsKit.jl

Statistical tests for Julia.

Data & viz
144 updated 4y ago

MachineLearningbenhamner/MachineLearning.jl Deprecated

Julia Machine Learning library.

General
118 updated 11y ago

Local RegressionJuliaStats/Loess.jl

Local regression, so smooooth!

General
115 updated 4mo ago

GaussianMixturesdavidavdav/GaussianMixtures.jl

Large scale Gaussian Mixture Models.

General
108 updated 9mo ago

GLMNetsimonster/GLMNet.jl

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet.

General
105 updated 4mo ago

Word TokenizersJuliaText/WordTokenizers.jl

Tokenizers for Natural Language Processing in Julia

NLP
100 updated 4y ago

NMFJuliaStats/NMF.jl

A Julia package for non-negative matrix factorization.

General
99 updated 3mo ago

ManifoldLearningwildart/ManifoldLearning.jl

A Julia package for manifold learning and nonlinear dimensionality reduction.

General
97 updated 2y ago

EmbeddingsJuliaText/Embeddings.jl

Functions and data dependencies for loading various word embeddings

NLP
84 updated 2y ago

Data Readqueryverse/ReadStat.jl

Read files from Stata, SAS, and SPSS.

Data & viz
79 updated 1mo ago

Regressionlindahua/Regression.jl Deprecated

Algorithms for regression analysis (e.g. linear regression and logistic regression).

General
64 updated 9y ago

LanguagesJuliaText/Languages.jl

Julia package for working with various human languages

NLP
57 updated 12mo ago

ANNEricChiang/ANN.jl Archived

Julia artificial neural networks.

GeneralDeep learning
55 archived

PGMJuliaStats/PGM.jl

A Julia framework for probabilistic graphical models.

General
53 updated 6y ago

Data ArraysJuliaStats/DataArrays.jl Archived

Data structures that allow missing values.

Data & viz
53 archived

Neuralcompressed/BackpropNeuralNet.jl

A neural network in Julia.

GeneralDeep learning
48 updated 9y ago

Graph LayoutIainNZ/GraphLayout.jl Archived

Graph layout algorithms in pure Julia.

Data & viz
44 archived

SVMJuliaStats/SVM.jl Archived

SVM for Julia.

General
40 archived

Topic Modelsslycoder/TopicModels.jl Deprecated

TopicModels for Julia.

NLP
38 updated 6y ago

MCMCdoobwa/MCMC.jl Deprecated

MCMC tools for Julia.

General
36 updated 13y ago
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