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The Top 23 Julia Mcmc Open Source Projects

Open source projects categorized as Julia Mcmc
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Statisticalrethinking.jl ⭐ 375
Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
most recent commit 4 months ago
Mcmcchains.jl ⭐ 249
Types and utility functions for summarizing Markov chain Monte Carlo simulations
most recent commit 6 months ago
Mamba.jl ⭐ 228
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
most recent commit 4 years ago
Stan.jl ⭐ 206
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
most recent commit 3 months ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 3 months ago
Klara.jl ⭐ 161
MCMC inference in Julia
most recent commit 6 years ago
Turingmodels.jl ⭐ 153
Implementations of the models from the Statistical Rethinking book with Turing.jl
most recent commit a year ago
Sr2turingpluto.jl ⭐ 87
StatisticalRethinking notebook project using Turing and Pluto notebooks (derived from Max Lapan's Jupyter project)
most recent commit a year ago
Advancedmh.jl ⭐ 79
Robust implementation for random-walk Metropolis-Hastings algorithms
most recent commit 6 months ago
Bridge.jl ⭐ 77
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
most recent commit 3 years ago
Pathogen.jl ⭐ 64
Simulation, visualization, and inference tools for modelling the spread of infectious diseases with Julia
most recent commit 2 years ago
Pigeons.jl ⭐ 62
Distributed and parallel sampling from intractable distributions
most recent commit 3 months ago
Turingglm.jl ⭐ 59
Bayesian Generalized Linear models using `@formula` syntax.
most recent commit 4 months ago
Smm.jl ⭐ 53
Simulated Method of Moments for Julia
most recent commit 2 years ago
Smc.jl ⭐ 52
Sequential Monte Carlo algorithm for approximation of posterior distributions.
most recent commit 2 years ago
Posts ⭐ 43
Pieces of code that have appeared on my blog with a focus on stochastic simulations.
most recent commit 5 months ago
Dynamichmcexamples.jl ⭐ 37
Examples for Bayesian inference using DynamicHMC.jl and related packages.
most recent commit 5 months ago
Logdensityproblems.jl ⭐ 34
A common framework for implementing and using log densities for inference.
most recent commit a year ago
Mcmc.jl ⭐ 32
MCMC tools for Julia
most recent commit 11 years ago
Cmdstan.jl ⭐ 32
CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.
most recent commit 2 years ago
Mcmcbenchmarks.jl ⭐ 29
Comparing performance and results of mcmc options using Julia
most recent commit 3 years ago
Affineinvariantmcmc.jl ⭐ 29
Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler
most recent commit 4 months ago
The 6 Latest Releases In Julia Mcmc Open Source Projects
Church.jl ⭐ 26
latest release December 02, 2023most recent commit 10 years ago
Mcmc.jl ⭐ 32
MCMC tools for Julia
latest release December 01, 2023most recent commit 11 years ago
Mamba.jl ⭐ 228
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
latest release November 11, 2019most recent commit 4 years ago
Klara.jl ⭐ 161
MCMC inference in Julia
latest release April 30, 2018most recent commit 6 years ago
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