Turing.jl: Bayesian inference with probabilistic programming.

Intuitive

Turing models are easy to write and communicate — syntax is close to mathematical notations.

General-purpose

Turing supports models with discrete parameters and stochastic control flow.

Modular and composable

Turing is modular, written entirely in Julia, and is interoperable with the powerful Julia ecosystem.

Community Resources

The Turing.jldiscourse forum provides support and discussion for all user levels. TheTuring.jl documentation andofficial tutorials help users learn and use Turing.jl! There’s also atutorial in Bayesian Statistics using Julia and Turing.jl.