8000 yebai (Hong Ge) · GitHub
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@TuringLang @chalk-lab

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

    Bayesian inference with probabilistic programming.

    Julia 2.1k 227

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

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

    Jupyter Notebook 282 44

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

    Types and utility functions for summarizing Markov chain Monte Carlo simulations

    Julia 270 30

  4. chalk-lab/MCMCTempering.jl chalk-lab/MCMCTempering.jl Public

    Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

    Julia 37 5

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

    Abstract types and methods for Gaussian Processes.

    Julia 259 23

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

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

    Julia 224 32

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