The Turing Language

All

29 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
•228•2.2k•80•7•Updated Aug 18, 2025Aug 18, 2025
ADTests
Public
AD x Turing.jl status
Julia
•2•2•8•1•Updated Aug 18, 2025Aug 18, 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
•36•238•72•7•Updated Aug 17, 2025Aug 17, 2025
actions
Public
GitHub actions for the TuringLang family
HTML
•
MIT License
•2•1•0•0•Updated Aug 17, 2025Aug 17, 2025
JuliaBUGS.jl
Public
A domain specific language (DSL) for probabilistic graphical models
Julia
•12•51•23•1•Updated Aug 17, 2025Aug 17, 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•5•0•Updated Aug 17, 2025Aug 17, 2025
SSMProblems.jl
Public
State space programming
Julia
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MIT License
•3•5•22•7•Updated Aug 17, 2025Aug 17, 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
•46•301•38•10•Updated Aug 17, 2025Aug 17, 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
•39•250•61•4•Updated Aug 17, 2025Aug 17, 2025
ParetoSmooth.jl
Public
An implementation of PSIS algorithms in Julia.
julia
Julia
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MIT License
•14•24•14•3•Updated Aug 17, 2025Aug 17, 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•74•13•0•Updated Aug 17, 2025Aug 17, 2025
SliceSampling.jl
Public
Slice sampling algorithms in Julia
Julia
•
MIT License
•3•11•1•0•Updated Aug 17, 2025Aug 17, 2025
TuringCallbacks.jl
Public
convenient callbacks to use when you sample in Turing.jl.
Julia
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MIT License
•9•14•6•2•Updated Aug 17, 2025Aug 17, 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•236•42•6•Updated Aug 13, 2025Aug 13, 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•0•Updated Aug 11, 2025Aug 11, 2025
AdvancedVI.jl
Public
Implementation of variational Bayes inference algorithms
Julia
•
MIT License
•19•92•6•2•Updated Aug 10, 2025Aug 10, 2025
NormalizingFlows.jl
Public
Implementation of normalizing flows compatible with Bijectors.jl
Julia
•
MIT License
•5•42•8•2•Updated Aug 10, 2025Aug 10, 2025
turinglang.github.io
Public
website for Turing.jl
HTML
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MIT License
•16•7•1•0•Updated Aug 7, 2025Aug 7, 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
•10•19•5•1•Updated Aug 5, 2025Aug 5, 2025
AbstractMCMC.jl
Public
Abstract types and interfaces for Markov chain Monte Carlo methods
Julia
•
MIT License
•19•94•22•0•Updated Aug 3, 2025Aug 3, 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
•29•273•41•5•Updated Aug 3, 2025Aug 3, 2025
AbstractPPL.jl
Public
Common types and interfaces for probabilistic programming
probabilistic-programming ppls
Julia
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MIT License
•9•29•6•1•Updated Jul 20, 2025Jul 20, 2025
.github
Public
Organization-wide GitHub Actions and other metadata
4•1•0•0•Updated Jul 12, 2025Jul 12, 2025
AdvancedPS.jl
Public
Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms
particle-filter sequential-monte-carlo particle-mcmc
Julia
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MIT License
•12•60•6•0•Updated Jun 23, 2025Jun 23, 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
•22•116•14•3•Updated Jun 15, 2025Jun 15, 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
DistributionsAD.jl
Public
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
hacktoberfest
Julia
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MIT License
•30•152•28•0•Updated May 11, 2025May 11, 2025
EllipticalSliceSampling.jl
Public
Julia implementation of elliptical slice sampling.
julia-language turing markov-chain-monte-carlo slice-sampling mcmc
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