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PublicDocumentation and tutorials for the Turing language- Bayesian inference with probabilistic programming.
AbstractPPL.jl
Public- Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
SliceSampling.jl
Public- Implementation of domain-specific language (DSL) for dynamic probabilistic programming
AbstractMCMC.jl
PublicMCMCTempering.jl
PublicImplementations of parallel tempering algorithms to augment samplers with tempering capabilitiesJuliaBUGS.jl
PublicAdvancedHMC.jl
PublicRobust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithmsAdvancedPS.jl
PublicImplementation of advanced Sequential Monte Carlo and particle MCMC algorithmsTuringCallbacks.jl
PublicBijectors.jl
PublicImplementation of normalising flows and constrained random variable transformationsMCMCChains.jl
PublicTypes and utility functions for summarizing Markov chain Monte Carlo simulationsTuringBenchmarking.jl
PublicNormalizingFlows.jl
Public- Julia implementation of elliptical slice sampling.
MCMCDiagnosticTools.jl
PublicNestedSamplers.jl
PublicImplementations of single and multi-ellipsoid nested samplingParetoSmooth.jl
PublicTuringGLM.jl
PublicBayesian Generalized Linear models using `@formula` syntax.turinglang.github.io
PublicAdvancedMH.jl
PublicRobust implementation for random-walk Metropolis-Hastings algorithms.github
PublicLibtask.jl
PublicTape based task copying in TuringTuring-Workshop
PublicMCMCDebugging.jl
PublicCoupledHMC.jl
Public