The Turing Language
The Turing Language
Turing.jl
Bayesian inference with probabilistic programming.
MCMCChains.jl
Types and utility functions for summarizing Markov chain Monte Carlo simulations
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
docs
Documentation and tutorials for the Turing language
DynamicPPL.jl
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
TuringGLM.jl
Bayesian Generalized Linear models using `@formula` syntax.
AdvancedMH.jl
Robust implementation for random-walk Metropolis-Hastings algorithms
AbstractMCMC.jl
Abstract types and interfaces for Markov chain Monte Carlo methods