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TuringLang / TuringGLM.jl

Bayesian Generalized Linear models using `@formula` syntax.
https://turinglang.org/TuringGLM.jl/dev
MIT License
71 stars 7 forks source link
bayesian-inference bayesian-statistics hmc julia-language mcmc turing

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TuringGLM

Stable Dev Build Status Coverage Coverage Code Style: Blue ColPrac: Contributor's Guide on Collaborative Practices for Community Packages

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).

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