The Turing Language's repositories
AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
MCMCChains.jl
Types and utility functions for summarizing Markov chain Monte Carlo simulations
Bijectors.jl
Implementation of normalising flows and constrained random variable transformations
DynamicPPL.jl
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
DistributionsAD.jl
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
AdvancedMH.jl
Robust implementation for random-walk Metropolis-Hastings algorithms
AdvancedVI.jl
Implementation of variational Bayes inference algorithms
AbstractMCMC.jl
Abstract types and interfaces for Markov chain Monte Carlo methods
TuringGLM.jl
Bayesian Generalized Linear models using `@formula` syntax.
AdvancedPS.jl
Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms
JuliaBUGS.jl
A domain specific language (DSL) for probabilistic graphical models
NormalizingFlows.jl
Implementation of normalizing flows compatible with Bijectors.jl
AbstractPPL.jl
Common types and interfaces for probabilistic programming
ParetoSmooth.jl
An implementation of PSIS algorithms in Julia.
Libtask.jl
Resumable and copyable functions a.k.a. coroutines for Julia, with optional function-specific globals.
MCMCDiagnosticTools.jl
Functionality for diagnosing samples generated using Markov Chain Monte Carlo.
EllipticalSliceSampling.jl
Julia implementation of elliptical slice sampling.
Turing-Workshop
Materials used by previous Turing related workshop events
TuringCallbacks.jl
convenient callbacks to use when you sample in Turing.jl.
SliceSampling.jl
Slice sampling algorithms in Julia
turinglang.github.io
website for Turing.jl
SSMProblems.jl
State space programming
AbstractChains.jl
Abstract interface for Markov chains
Deprecated
Deprecated Utility Packages for Turing.jl