The Turing Language

All

30 repositories

Turing.jl
Public
Bayesian inference with probabilistic programming.
machine-learning julia-language artificial-intelligence probabilistic-programming bayesian-inference mcmc turing hacktoberfest probabilistic-graphical-models hmc
Julia
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MIT License
•231•2.2k•77•8•Updated Dec 4, 2025Dec 4, 2025
docs
Public
Documentation and tutorials for the Turing language
machine-learning julia probabilistic-programming hacktoberfest turing-language
Markdown
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MIT License
•104•237•40•1•Updated Dec 4, 2025Dec 4, 2025
JuliaBUGS.jl
Public
A domain specific language (DSL) for probabilistic graphical models
probabilistic-programming graphical-models bayesian-inference probabilistic-graphical-models bugs-language
Julia
•15•61•14•1•Updated Dec 3, 2025Dec 3, 2025
DynamicPPL.jl
Public
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
probabilistic-programming hacktoberfest probability-theory
Julia
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MIT License
•37•248•80•11•Updated Dec 3, 2025Dec 3, 2025
Turing-Workshop
Public
Materials used by previous Turing related workshop events
Jupyter Notebook
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Creative Commons Attribution Share Alike 4.0 International
•3•16•0•1•Updated Dec 3, 2025Dec 3, 2025
MCMCDiagnosticTools.jl
Public
Functionality for diagnosing samples generated using Markov Chain Monte Carlo.
statistics julia statistical-analysis mcmc
Julia
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Other
•7•20•6•1•Updated Dec 3, 2025Dec 3, 2025
AdvancedVI.jl
Public
Implementation of variational Bayes inference algorithms
Julia
•
MIT License
•19•102•2•2•Updated Dec 3, 2025Dec 3, 2025
ParetoSmooth.jl
Public
An implementation of PSIS algorithms in Julia.
julia
Julia
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MIT License
•15•24•14•8•Updated Dec 3, 2025Dec 3, 2025
SSMProblems.jl
Public
State space programming
Julia
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MIT License
•4•7•25•3•Updated Dec 2, 2025Dec 2, 2025
AdvancedHMC.jl
Public
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
mcmc hacktoberfest hmc hamiltonian-monte-carlo nuts
Jupyter Notebook
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MIT License
•48•319•43•11•Updated Dec 2, 2025Dec 2, 2025
Bijectors.jl
Public
Implementation of normalising flows and constrained random variable transformations
bayesian-inference hacktoberfest mcmc-sampler transforms turing-language
Julia
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MIT License
•41•256•43•3•Updated Dec 1, 2025Dec 1, 2025
TuringGLM.jl
Public
Bayesian Generalized Linear models using `@formula` syntax.
julia-language bayesian-inference mcmc turing hmc bayesian-statistics
Julia
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MIT License
•8•75•13•2•Updated Nov 30, 2025Nov 30, 2025
turinglang.github.io
Public
website for Turing.jl
HTML
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MIT License
•16•7•1•1•Updated Nov 21, 2025Nov 21, 2025
ADTests
Public
AD x Turing.jl status
Julia
•2•3•10•1•Updated Nov 20, 2025Nov 20, 2025
AbstractPPL.jl
Public
Common types and interfaces for probabilistic programming
probabilistic-programming ppls
Julia
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MIT License
•9•28•6•1•Updated Nov 16, 2025Nov 16, 2025
AbstractMCMC.jl
Public
Abstract types and interfaces for Markov chain Monte Carlo methods
Julia
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MIT License
•19•99•23•1•Updated Nov 16, 2025Nov 16, 2025
AdvancedPS.jl
Public
Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms
particle-filter sequential-monte-carlo particle-mcmc
Julia
•
MIT License
•12•61•7•2•Updated Nov 16, 2025Nov 16, 2025
MCMCChains.jl
Public
Types and utility functions for summarizing Markov chain Monte Carlo simulations
markov-chain julia-language mcmc hacktoberfest
Julia
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Other
•31•277•37•1•Updated Nov 16, 2025Nov 16, 2025
SliceSampling.jl
Public
Slice sampling algorithms in Julia
Julia
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MIT License
•3•12•1•0•Updated Nov 16, 2025Nov 16, 2025
TuringCallbacks.jl
Public
convenient callbacks to use when you sample in Turing.jl.
Julia
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MIT License
•9•15•6•3•Updated Nov 16, 2025Nov 16, 2025
NormalizingFlows.jl
Public
Implementation of normalizing flows compatible with Bijectors.jl
Julia
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MIT License
•5•43•7•1•Updated Nov 16, 2025Nov 16, 2025
actions
Public
GitHub actions for the TuringLang family
HTML
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MIT License
•2•1•1•0•Updated Nov 15, 2025Nov 15, 2025
.github
Public
Organization-wide GitHub Actions and other metadata
4•1•0•0•Updated Nov 13, 2025Nov 13, 2025
Libtask.jl
Public
Resumable and copyable functions a.k.a. coroutines for Julia, with optional function-specific globals.
coroutines threads continuations
Julia
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MIT License
•9•21•9•0•Updated Nov 7, 2025Nov 7, 2025
AdvancedMH.jl
Public
Robust implementation for random-walk Metropolis-Hastings algorithms
mcmc hacktoberfest metropolis-hastings adaptive-mcmc
Julia
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MIT License
•23•116•14•2•Updated Nov 3, 2025Nov 3, 2025
AbstractChains.jl
Public
Abstract interface for Markov chains
Julia
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MIT License
•0•2•0•1•Updated Oct 8, 2025Oct 8, 2025
DistributionsAD.jl
Public
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
hacktoberfest
Julia
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MIT License
•30•154•28•1•Updated Aug 28, 2025Aug 28, 2025
Deprecated
Public
Deprecated Utility Packages for Turing.jl
Julia
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MIT License
•0•0•0•0•Updated May 11, 2025May 11, 2025
EllipticalSliceSampling.jl
Public
Julia implementation of elliptical slice sampling.
julia-language mcmc turing markov-chain-monte-carlo slice-sampling
Julia
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MIT License
•6•16•2•0•Updated May 11, 2025May 11, 2025
design_notes
Public
0•0•0•0•Updated May 7, 2025May 7, 2025