The Turing Language

All

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
•
MIT License
•219•2k•83•5•Updated Nov 6, 2024Nov 6, 2024
Bijectors.jl
Public
Implementation of normalising flows and constrained random variable transformations
bayesian-inference hacktoberfest mcmc-sampler transforms turing-language
Julia
•
MIT License
•33•202•53•6•Updated Nov 6, 2024Nov 6, 2024
DynamicPPL.jl
Public
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
probabilistic-programming hacktoberfest probability-theory
Julia
•
MIT License
•29•164•59•12•Updated Nov 6, 2024Nov 6, 2024
actions
Public
GitHub actions for the TuringLang family
HTML
•
MIT License
•0•0•1•0•Updated Nov 6, 2024Nov 6, 2024
AbstractPPL.jl
Public
Common types and interfaces for probabilistic programming
probabilistic-programming ppls
Julia
•
MIT License
•7•27•3•2•Updated Nov 6, 2024Nov 6, 2024
JuliaBUGS.jl
Public
A domain specific language (DSL) for probabilistic graphical models
Julia
•
MIT License
•4•22•13•2•Updated Nov 6, 2024Nov 6, 2024
docs
Public
Documentation and tutorials for the Turing language
machine-learning julia probabilistic-programming hacktoberfest turing-language
Shell
•
MIT License
•99•231•45•4•Updated Nov 6, 2024Nov 6, 2024
GeneralisedFilters.jl
Public
Filtering and smoothing algorithms for state space models with analytic (or approximately/partially analytic) solutions
Julia
•
MIT License
•0•0•9•4•Updated Nov 5, 2024Nov 5, 2024
AdvancedVI.jl
Public
Implementation of variational Bayes inference algorithms
Julia
•
MIT License
•18•83•7•7•Updated Nov 5, 2024Nov 5, 2024
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
•41•242•49•8•Updated Nov 5, 2024Nov 5, 2024
DistributionsAD.jl
Public
Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
hacktoberfest
Julia
•
MIT License
•30•150•26•1•Updated Nov 3, 2024Nov 3, 2024
TuringBenchmarking.jl
Public
Julia
•
MIT License
•1•7•2•2•Updated Nov 3, 2024Nov 3, 2024
NormalizingFlows.jl
Public
Julia
•
MIT License
•4•32•11•4•Updated Nov 3, 2024Nov 3, 2024
AbstractMCMC.jl
Public
Abstract types and interfaces for Markov chain Monte Carlo methods
Julia
•
MIT License
•18•87•22•1•Updated Nov 3, 2024Nov 3, 2024
SliceSampling.jl
Public
Slice sampling algorithms in Julia
Julia
•
MIT License
•2•6•0•0•Updated Nov 3, 2024Nov 3, 2024
AdvancedMH.jl
Public
Robust implementation for random-walk Metropolis-Hastings algorithms
mcmc hacktoberfest metropolis-hastings adaptive-mcmc
Julia
•
MIT License
•17•93•13•2•Updated Oct 31, 2024Oct 31, 2024
turinglang.github.io
Public
website for Turing
hacktoberfest
HTML
•
MIT License
•17•6•6•1•Updated Oct 29, 2024Oct 29, 2024
SSMProblems.jl
Public
Common abstractions for state-space models
Julia
•
MIT License
•2•3•5•2•Updated Oct 27, 2024Oct 27, 2024
TuringGLM.jl
Public
Bayesian Generalized Linear models using `@formula` syntax.
julia-language bayesian-inference mcmc turing hmc bayesian-statistics
Julia
•
MIT License
•7•70•12•2•Updated Oct 25, 2024Oct 25, 2024
TuringCallbacks.jl
Public
Julia
•
MIT License
•8•13•6•3•Updated Oct 24, 2024Oct 24, 2024
Libtask.jl
Public
Tape based task copying in Turing
coroutines threads continuations
Julia
•
MIT License
•9•17•2•3•Updated Oct 22, 2024Oct 22, 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
•4•32•6•0•Updated Oct 20, 2024Oct 20, 2024
ParetoSmooth.jl
Public
An implementation of PSIS algorithms in Julia.
julia
Julia
•
MIT License
•12•19•14•5•Updated Oct 13, 2024Oct 13, 2024
AdvancedPS.jl
Public
Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms
particle-filter sequential-monte-carlo particle-mcmc
Julia
•
MIT License
•10•56•7•0•Updated Oct 6, 2024Oct 6, 2024
MCMCChains.jl
Public
Types and utility functions for summarizing Markov chain Monte Carlo simulations
markov-chain julia-language mcmc hacktoberfest
Julia
•
Other
•28•268•37•8•Updated Oct 6, 2024Oct 6, 2024
EllipticalSliceSampling.jl
Public
Julia implementation of elliptical slice sampling.
julia-language turing markov-chain-monte-carlo slice-sampling mcmc
Julia
•
MIT License
•5•14•1•0•Updated Oct 6, 2024Oct 6, 2024
MCMCDiagnosticTools.jl
Public
statistics statistical-analysis mcmc julia
Julia
•
Other
•6•19•6•0•Updated Oct 6, 2024Oct 6, 2024
NestedSamplers.jl
Public
Implementations of single and multi-ellipsoid nested sampling
bayesian-inference nested-sampling evidence-based nested-samplers
Julia
•
MIT License
•8•42•8•5•Updated Oct 6, 2024Oct 6, 2024
.github
Public
Organization-wide GitHub Actions and other metadata
3•0•1•0•Updated Jul 6, 2024Jul 6, 2024
Turing-Workshop
Public
Turing Workshop
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•2•13•0•0•Updated Dec 1, 2023Dec 1, 2023