WIP: Wrapper package for the sample method in Stan's cmdstan executable.

DynamicHMC versions of StatisticalRethinking models

Julia package for using Jags as an external program

LogDensityProblems implementation for Stan models

A flexible toolkit for simulation based inference in Julia

A Julia package for Differential Evolution MCMC

Is there anything we can't make Bayesian?

Julia implementation of elliptical slice sampling.

Thermodynamic Integration for Turing models and more

AD backends for LogDensityProblems.jl.

A Julia package for behavioural modeling

Implementation of Arxiv:2212.08549 in Julia

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Ship maneuvering simulation tool with respect to ShipMMG model

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Stan versions of StatisticalRethinking models.

Bayesian addition to Flux.jl

Slice sampling algorithms in Julia

Julia Package for Active Inference

Subspace Inference package for uncertainty analysis in deep neural networks and neural ordinary differential equations using Julia

Bayesian Safety Signal Detection in Julia

Bayesian quantile regression in Julia

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MCMCDebugging.jl: debugging utilities for MCMC samplers

Power spectrum inference of irregularly sampled time series using Gaussian Processes in Julia

Joint parameter and state inference for state space models using Bayesian techniques

Gradient based MCMC sampler

Generate nice reports from MCMC-based approximations

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Fitting astrophysical star formation histories via CMD modelling.

Tiny Gibbs sampler making use of AbstractMCMC.jl and MCMCChains.jl

Create a log density for the LogDensityProblems.jl API using TransformVariables.jl

BOSS (Bayesian Optimization with Semiparametric Surrogate)

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Library for storing your MCMCChains without serialization.

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Repository for the BarBay Julia package for Bayesian inference of relative fitness on barcode sequencing data.

Statistical Inference to DEtermine KICKS on compact objects

Common abstractions for state-space models

Like fireflies next to spotlights