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19 search results found

Turing.jl ⭐ 1,877

Bayesian inference with probabilistic programming.

Soss.jl ⭐ 401

Probabilistic programming via source rewriting

Bayesian Statistics ⭐ 304

This repository holds slides and code for a full Bayesian statistics graduate course.

Dynamichmc.jl ⭐ 231

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

A Bayesian Analysis Toolkit in Julia

Bayesian Julia ⭐ 131

Bayesian Statistics using Julia and Turing

Tilde.jl ⭐ 69

WIP successor to Soss.jl

Transformvariables.jl ⭐ 64

Transformations to contrained variables from ℝⁿ.

Turingglm.jl ⭐ 58

Bayesian Generalized Linear models using `@formula` syntax.

Cmdstan.jl ⭐ 32

CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.

Mcmcdiagnostics.jl ⭐ 22

Markov Chain Monte Carlo convergence diagnostics in Julia

Turing Workshop ⭐ 21

Workshop of Bayesian Statistics using Julia and Turing

Posteriorplots.jl ⭐ 20

Graphical tools for Bayesian inference and posterior predictive checks.

Algebraicinference.jl ⭐ 16

Bayesian inference on wiring diagrams.

Metric Gaussian Variational Inference

Turing2montecarlomeasurements.jl ⭐ 5

Interface between Turing.jl and MonteCarloMeasurements.jl

Thunderbayes.jl ⭐ 4

A Julia Package for Bayesian Nonparametric Analysis for Machine Learning

Redclust.jl ⭐ 3

Julia package to perform Bayesian clustering of high-dimensional Euclidean data using pairwise dissimilarity information.

Bayesianintegral.jl ⭐ 2

Bayesian Integration of functions

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