Use Crystalline, a Language Server Protocol implementation for the Crystal programming language.
Open source
24 alternativesMixed Models
MixedModels.jl fits statistical mixed effects models using the Julia programming language.
About Mixed Models
MixedModels.jl is a Julia package for fitting statistical mixed-effects models. It provides LinearMixedModel for linear models and GeneralizedLinearMixedModel for models where the conditional mean relates to the linear predictor through a link function, including Bernoulli for binary data and Poisson for count data.
Users build models with formulas, fit them with fit and fit!, and query fitted models for results such as likelihood and variance components. Use requires Julia, and version 5.0.0 removed constrained optimization support and multithreading options for the bootstrap.
Key features
- Fits linear mixed models with LinearMixedModel type
- Fits generalized linear mixed models with link functions
- Defines fixed effects and grouped random effects using formulas
- Builds, fits, and queries models via statistical model API
- Handles Bernoulli responses for binary data and Poisson for counts
- Keeps fit log as Tables.jl-compatible column table
Best for: Julia programmers who need to build and fit linear or generalized linear mixed-effects models.
Good for
- Supports both linear and generalized linear mixed-effects models
- Uses formula syntax with fit, fit!, and query functions for fitted models
- Tested on Linux, macOS, and Windows with specified Julia versions
Watch out for
- Requires Julia rather than working as a standalone program
- Version 5.0 removed support for constrained optimization
- Version 5.0 removed multithreading options for the bootstrap
Mixed Models at a glance
- Category
- Development › Programming Languages
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
Mixed Models alternatives
Tools and sites you could use instead, ranked by how closely they match.
Retext processes natural language through a plugin based toolkit in the unified JavaScript ecosystem.
Open source
24 alternatives
Natural provides general purpose natural language processing utilities for applications built with Node.js.
Open source
24 alternatives
Explore GitHub Awesome lists through AwesomeExplorer, a web app for finding repositories and resources.
Open source
24 alternatives
The Twitter Text Java library tokenizes and parses text according to platform text requirements.
Open source
24 alternativesLMQL provides a programming language for interactions with large language models.
Popular in Programming Languages
Well-known listings from the same topic.
Language Benchmarksprogramming-language-benchmarks.vercel.appJavaDecompilerjavadecompilers.comOpenNLPopennlp.apache.orgStandardJSstandardjs.comactnektosact.comRustPythonrustpython.github.io
Mixed Models FAQ
What model types does the package fit?
Linear mixed models and generalized linear mixed models, including Bernoulli models for binary data and Poisson models for count data.
How are random effects modeled?
As independent samples from a multivariate Gaussian distribution of the form B ~ N(0, Σ).
Which platforms and Julia versions are currently tested?
Linux Ubuntu 22.04 and 24.04, macOS Sonoma 14 and Sequoia 15, and Windows Server 2022, using Julia v1.10, current release, or nightly depending on the platform.
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.