The Turing Language

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35 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
•219•2.1k•97•4•Updated Dec 31, 2024Dec 31, 2024
AdvancedVI.jl
Public
Implementation of variational Bayes inference algorithms
Julia
•
MIT License
•19•86•6•3•Updated Dec 31, 2024Dec 31, 2024
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•57•7•0•Updated Dec 29, 2024Dec 29, 2024
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
•
MIT License
•5•35•6•0•Updated Dec 29, 2024Dec 29, 2024
TuringCallbacks.jl
Public
Julia
•
MIT License
•9•14•6•3•Updated Dec 29, 2024Dec 29, 2024
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
•34•220•47•4•Updated Dec 29, 2024Dec 29, 2024
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•270•38•7•Updated Dec 29, 2024Dec 29, 2024
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
•43•256•50•7•Updated Dec 29, 2024Dec 29, 2024
NormalizingFlows.jl
Public
Julia
•
MIT License
•5•34•11•6•Updated Dec 29, 2024Dec 29, 2024
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•15•1•0•Updated Dec 29, 2024Dec 29, 2024
MCMCDiagnosticTools.jl
Public
statistics statistical-analysis mcmc julia
Julia
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Other
•7•20•5•0•Updated Dec 29, 2024Dec 29, 2024
AbstractMCMC.jl
Public
Abstract types and interfaces for Markov chain Monte Carlo methods
Julia
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MIT License
•19•89•22•0•Updated Dec 29, 2024Dec 29, 2024
ParetoSmooth.jl
Public
An implementation of PSIS algorithms in Julia.
julia
Julia
•
MIT License
•13•20•14•4•Updated Dec 29, 2024Dec 29, 2024
DistributionsAD.jl
Public
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
hacktoberfest
Julia
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MIT License
•31•151•26•0•Updated Dec 29, 2024Dec 29, 2024
TuringGLM.jl
Public
Bayesian Generalized Linear models using `@formula` syntax.
julia-language bayesian-inference mcmc turing hmc bayesian-statistics
Julia
•
MIT License
•8•72•12•0•Updated Dec 29, 2024Dec 29, 2024
SliceSampling.jl
Public
Slice sampling algorithms in Julia
Julia
•
MIT License
•3•10•2•0•Updated Dec 29, 2024Dec 29, 2024
NestedSamplers.jl
Public
Implementations of single and multi-ellipsoid nested sampling
bayesian-inference nested-sampling evidence-based nested-samplers
Julia
•
MIT License
•9•45•8•5•Updated Dec 28, 2024Dec 28, 2024
TuringBenchmarking.jl
Public
Julia
•
MIT License
•2•8•2•1•Updated Dec 28, 2024Dec 28, 2024
GeneralisedFilters.jl
Public
Filtering and smoothing algorithms for state space models with analytic (or approximately/partially analytic) solutions
Julia
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MIT License
•0•0•8•3•Updated Dec 27, 2024Dec 27, 2024
SSMProblems.jl
Public
Common abstractions for state-space models
Julia
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MIT License
•3•5•5•2•Updated Dec 24, 2024Dec 24, 2024
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•180•63•5•Updated Dec 22, 2024Dec 22, 2024
JuliaBUGS.jl
Public
A domain specific language (DSL) for probabilistic graphical models
Julia
•
MIT License
•7•30•17•7•Updated Dec 22, 2024Dec 22, 2024
actions
Public
GitHub actions for the TuringLang family
HTML
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MIT License
•0•0•1•0•Updated Dec 22, 2024Dec 22, 2024
turinglang.github.io
Public
website for Turing
hacktoberfest
HTML
•
MIT License
•17•7•6•1•Updated Dec 22, 2024Dec 22, 2024
AbstractPPL.jl
Public
Common types and interfaces for probabilistic programming
probabilistic-programming ppls
Julia
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MIT License
•8•29•3•0•Updated Dec 20, 2024Dec 20, 2024
docs
Public
Documentation and tutorials for the Turing language
machine-learning julia probabilistic-programming hacktoberfest turing-language
Shell
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MIT License
•101•233•49•3•Updated Dec 19, 2024Dec 19, 2024
AdvancedMH.jl
Public
Robust implementation for random-walk Metropolis-Hastings algorithms
mcmc hacktoberfest metropolis-hastings adaptive-mcmc
Julia
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MIT License
•18•98•14•3•Updated Dec 11, 2024Dec 11, 2024
Libtask.jl
Public
Tape based task copying in Turing
coroutines threads continuations
Julia
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MIT License
•10•18•2•3•Updated Oct 22, 2024Oct 22, 2024
.github
Public
Organization-wide GitHub Actions and other metadata
4•1•1•0•Updated Jul 6, 2024Jul 6, 2024
Turing-Workshop
Public
Turing Workshop
Jupyter Notebook
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Creative Commons Attribution Share Alike 4.0 International
•3•14•0•0•Updated Dec 1, 2023Dec 1, 2023