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TuringLang

15 indexed repositories · View on GitHub

• Turing.jl

  Bayesian inference with probabilistic programming.

  Julia · 2257 stars

• AdvancedHMC.jl

  Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

  Jupyter Notebook · 360 stars

• DynamicPPL.jl

  Implementation of domain-specific language (DSL) for dynamic probabilistic programming

  Julia · 286 stars

• Bijectors.jl

  Implementation of normalising flows and constrained random variable transformations

  Julia · 277 stars

• docs

  Documentation and tutorials for the Turing language

  Markdown · 238 stars

• AbstractMCMC.jl

  Abstract types and interfaces for Markov chain Monte Carlo methods

  Julia · 108 stars

• AdvancedVI.jl

  Implementation of variational Bayes inference algorithms

  Julia · 107 stars

• JuliaBUGS.jl

  A domain specific language (DSL) for probabilistic graphical models

  Julia · 76 stars

• AbstractPPL.jl

  Common types and interfaces for probabilistic programming

  Julia · 28 stars

• MCMCDiagnosticTools.jl

  Functionality for diagnosing samples generated using Markov Chain Monte Carlo.

  Julia · 22 stars

• Libtask.jl

  Resumable and copyable functions a.k.a. coroutines for Julia, with optional function-specific globals.

  Julia · 22 stars

• EllipticalSliceSampling.jl

  Julia implementation of elliptical slice sampling.

  Julia · 16 stars

• SSMProblems.jl

  State space programming

  Julia · 11 stars

• turinglang.github.io

  website for Turing.jl

  HTML · 7 stars

• actions

  GitHub actions for the TuringLang family

  HTML · 1 star