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TuringGLM.jl

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Bayesian Generalized Linear models using `@formula` syntax.

turinglang.org/TuringGLM.jl/

bayesian-inference bayesian-statistics hmc julia-language mcmc turing

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Name		Name	Last commit message	Last commit date
.github		.github
data		data
docs		docs
src		src
test		test
.JuliaFormatter.toml		.JuliaFormatter.toml
.codecov.yml		.codecov.yml
.gitignore		.gitignore
HISTORY.md		HISTORY.md
LICENSE		LICENSE
Project.toml		Project.toml
README.md		README.md

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TuringGLM

TuringGLM makes easy to specify Bayesian Generalized Linear Models using the formula syntax and returns an instantiated Turing model.

Heavily inspired by brms (uses RStan or CmdStanR) and bambi (uses PyMC3).

The @formula macro is extended from StatsModels.jl along with MixedModels.jl for the random-effects (a.k.a. group-level predictors).

About

Bayesian Generalized Linear models using `@formula` syntax.

turinglang.org/TuringGLM.jl/

bayesian-inference bayesian-statistics hmc julia-language mcmc turing

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80 stars

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