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Mathematics Programming Paradigms AI Graphics File IO Optimization Probability & Statistics Regression Probabilistic Programming Temporal Sampling Bayesian Markovian Tests Spatial View more subcategories Super Computing View more categories
Julia Packages
All Packages Trending Developers

Categories

Mathematics Programming Paradigms AI Graphics File IO Optimization Probability & Statistics Regression Probabilistic Programming Temporal Sampling Bayesian Markovian Tests Spatial View more subcategories Super Computing View more categories
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↓ Stargazers Alphabetical Updated Created

Probabilistic Programming Packages

  • Turing.jl
    1807
    Bayesian inference with probabilistic programming.
  • Gen.jl
    1725
    A general-purpose probabilistic programming system with programmable inference
  • Soss.jl
    401
    Probabilistic programming via source rewriting
  • MeasureTheory.jl
    367
    "Distributions" that might not add to one.
  • Stheno.jl
    324
    Probabilistic Programming with Gaussian processes in Julia
  • DynamicHMC.jl
    231
    Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
  • Stan.jl
    197
    Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
  • AdvancedHMC.jl
    192
    Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
  • BAT.jl
    164
    A Bayesian Analysis Toolkit in Julia
  • Omega.jl
    155
    Causal, Higher-Order, Probabilistic Programming
  • DynamicPPL.jl
    116
    Implementation of domain-specific language (DSL) for dynamic probabilistic programming
  • ProbabilisticCircuits.jl
    92
    Probabilistic Circuits from the Juice library
  • Tilde.jl
    73
    WIP successor to Soss.jl
  • RxInfer.jl
    69
    Julia package for automated Bayesian inference on a factor graph with reactive message passing
  • BridgeStan.jl
    49
    BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.
  • Jaynes.jl
    45
    E.T. Jaynes home phone.
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Julia Packages

This website serves as a package browsing tool for the Julia programming language. It works by aggregating various sources on Github to help you find your next package.

By analogy, Julia Packages operates much like PyPI, Ember Observer, and Ruby Toolbox do for their respective stacks.

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