The Turing Language

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34 repositories

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
•37•234•52•5•Updated Mar 31, 2025Mar 31, 2025
JuliaBUGS.jl
Public
A domain specific language (DSL) for probabilistic graphical models
Julia
•
MIT License
•8•39•14•9•Updated Mar 31, 2025Mar 31, 2025
DistributionsAD.jl
Public
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
hacktoberfest
Julia
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MIT License
•30•151•27•0•Updated Mar 30, 2025Mar 30, 2025
AdvancedHMC.jl
Public
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
mcmc hacktoberfest hmc hamiltonian-monte-carlo nuts
Jupyter Notebook
•
MIT License
•44•272•53•7•Updated Mar 30, 2025Mar 30, 2025
SSMProblems.jl
Public
State space programming
Julia
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MIT License
•1•3•27•8•Updated Mar 30, 2025Mar 30, 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•72•12•2•Updated Mar 30, 2025Mar 30, 2025
SliceSampling.jl
Public
Slice sampling algorithms in Julia
Julia
•
MIT License
•3•11•2•0•Updated Mar 30, 2025Mar 30, 2025
MCMCDiagnosticTools.jl
Public
statistics statistical-analysis mcmc julia
Julia
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Other
•7•20•5•1•Updated Mar 30, 2025Mar 30, 2025
TuringBenchmarking.jl
Public
Julia
•
MIT License
•2•8•3•3•Updated Mar 30, 2025Mar 30, 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
•32•202•66•17•Updated Mar 30, 2025Mar 30, 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
•11•56•9•1•Updated Mar 30, 2025Mar 30, 2025
AdvancedVI.jl
Public
Implementation of variational Bayes inference algorithms
Julia
•
MIT License
•19•90•4•2•Updated Mar 30, 2025Mar 30, 2025
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
•225•2.1k•91•10•Updated Mar 30, 2025Mar 30, 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
•102•235•50•4•Updated Mar 29, 2025Mar 29, 2025
turinglang.github.io
Public
website for Turing
hacktoberfest
HTML
•
MIT License
•17•7•5•1•Updated Mar 28, 2025Mar 28, 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
•20•107•14•3•Updated Mar 27, 2025Mar 27, 2025
TuringCallbacks.jl
Public
Julia
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MIT License
•9•14•6•5•Updated Mar 23, 2025Mar 23, 2025
NormalizingFlows.jl
Public
Julia
•
MIT License
•5•36•8•1•Updated Mar 23, 2025Mar 23, 2025
Libtask.jl
Public
Tape based task copying in Turing
coroutines threads continuations
Julia
•
MIT License
•10•19•4•4•Updated Mar 20, 2025Mar 20, 2025
actions
Public
GitHub actions for the TuringLang family
HTML
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MIT License
•2•1•2•0•Updated Mar 18, 2025Mar 18, 2025
AbstractPPL.jl
Public
Common types and interfaces for probabilistic programming
probabilistic-programming ppls
Julia
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MIT License
•8•29•4•0•Updated Mar 9, 2025Mar 9, 2025
AbstractMCMC.jl
Public
Abstract types and interfaces for Markov chain Monte Carlo methods
Julia
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MIT License
•19•91•23•0•Updated Mar 9, 2025Mar 9, 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
•28•270•39•7•Updated Mar 9, 2025Mar 9, 2025
MCMCTempering.jl
Public
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
julia-language probabilistic-programming mcmc multimodality turing-language mcmc-sampling
Julia
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MIT License
•5•37•7•1•Updated Mar 9, 2025Mar 9, 2025
.github
Public
Organization-wide GitHub Actions and other metadata
4•1•1•0•Updated Mar 4, 2025Mar 4, 2025
turing-logo-graphics
Public
Julia
•1•1•0•0•Updated Mar 4, 2025Mar 4, 2025
CoupledHMC.jl
Public
Jupyter Notebook
•4•16•3•0•Updated Mar 3, 2025Mar 3, 2025
MCMCDebugging.jl
Public
MCMCDebugging.jl: debugging utilities for MCMC samplers
Julia
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MIT License
•6•5•3•0•Updated Mar 3, 2025Mar 3, 2025
IRTracker.jl
Public
Dynamically track IR as a graph, using source transformations
Julia
•6•32•10•0•Updated Mar 3, 2025Mar 3, 2025
papers
Public
A Bayesian zoo
Julia
•10•15•9•2•Updated Mar 3, 2025Mar 3, 2025