The Turing Language's repositories
MCMCChains.jl
Types and utility functions for summarizing Markov chain Monte Carlo simulations
TuringTutorials
Educational material and tutorials for the Turing language
AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
Bijectors.jl
Implementation of normalising flows and constrained random variable transformations
DistributionsAD.jl
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
DynamicPPL.jl
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
AdvancedMH.jl
Robust implementation for random-walk Metropolis-Hastings algorithms
AbstractMCMC.jl
Abstract types and interfaces for Markov chain Monte Carlo methods
TuringGLM.jl
Bayesian Generalized Linear models using `@formula` syntax.
AdvancedVI.jl
Implementation of variational Bayes inference algorithms
AdvancedPS.jl
Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms
NestedSamplers.jl
Implementations of single and multi-ellipsoid nested sampling
MCMCTempering.jl
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
AbstractPPL.jl
Common types and interfaces for probabilistic programming
ParetoSmooth.jl
An implementation of PSIS algorithms in Julia.
Libtask.jl
Tape based task copying in Turing
EllipticalSliceSampling.jl
Julia implementation of elliptical slice sampling.
JuliaBUGS.jl
Implementation of domain specific language (DSL) for probabilistic graphical models
Turing-Workshop
Turing Workshop
turinglang.github.io
The home for all Turing website & documentation resources.
MCMCDebugging.jl
MCMCDebugging.jl: debugging utilities for MCMC samplers
SSMProblems.jl
Common abstractions for state-space models