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  1. TuringLang/Turing.jl TuringLang/Turing.jl Public

    Bayesian inference with probabilistic programming.

    Julia 2.1k 221

  2. TuringLang/AdvancedHMC.jl TuringLang/AdvancedHMC.jl Public

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

    Jupyter Notebook 262 43

  3. TuringLang/MCMCChains.jl TuringLang/MCMCChains.jl Public

    Types and utility functions for summarizing Markov chain Monte Carlo simulations

    Julia 270 29

  4. TuringLang/MCMCTempering.jl TuringLang/MCMCTempering.jl Public

    Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

    Julia 36 5

  5. JuliaGaussianProcesses/AbstractGPs.jl JuliaGaussianProcesses/AbstractGPs.jl Public

    Abstract types and methods for Gaussian Processes.

    Julia 238 22

  6. TuringLang/DynamicPPL.jl TuringLang/DynamicPPL.jl Public

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

    Julia 191 32