Dependency Packages

Turing.jl2026Bayesian inference with probabilistic programming.

NeuralPDE.jl966PhysicsInformed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

AlgebraOfGraphics.jl421Combine ingredients for a plot

StatisticalRethinking.jl386Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

MCMCChains.jl266Types and utility functions for summarizing Markov chain Monte Carlo simulations

Stan.jl211Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

TuringModels.jl163Implementations of the models from the Statistical Rethinking book with Turing.jl

DiffEqBayes.jl121Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.

CalibrateEmulateSample.jl84Stochastic Optimization, Learning, Uncertainty and Sampling

EasyModelAnalysis.jl79High level functions for analyzing the output of simulations

TuringGLM.jl71Bayesian Generalized Linear models using `@formula` syntax.

Turkie.jl68Turing + Makie = Turkie

SummaryTables.jl58A Julia package for creating publicationready summary tables in HTML, docx, LaTeX and Typst

Survey.jl53Analysis of complex surveys

NestedSamplers.jl41Implementations of single and multiellipsoid nested sampling

MCMCBenchmarks.jl37Comparing performance and results of mcmc options using Julia

Plasma.jl34An interface for accelerated simulation of highdimensional collisionless and electrostatic plasmas.

CRRao.jl34

Octofitter.jl29Octofitter is a Julia package for performing Bayesian inference against direct images of exoplanets, relative astrometry, and astrometric acceleration of the host star.

MCMCTempering.jl29Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

RegressionAndOtherStories.jl22Data and functions to support Julia projects based on the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill and Aki Vehtari.

SimulatedNeuralMoments.jl22Package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net

HierarchicalGaussianFiltering.jl21The Julia implementation of the generalised hierarchical Gaussian filter

PosteriorPlots.jl20Graphical tools for Bayesian inference and posterior predictive checks

StanSample.jl18WIP: Wrapper package for the sample method in Stan's cmdstan executable.

Jags.jl17Julia package for using Jags as an external program

UnfoldMakie.jl16Plotting tools for Unfold.jl based on Makie.jl and AlgebraOfGraphics.jl

SimulationBasedInference.jl15A flexible toolkit for simulation based inference in Julia

DifferentialEvolutionMCMC.jl14A Julia package for Differential Evolution MCMC

SpmImageTycoon.jl13Organize Scanning Probe Microscopy (SPM, STM, AFM) Images and Spectra.

ActionModels.jl11A Julia package for behavioural modeling

MicroCanonicalHMC.jl11Implementation of Arxiv:2212.08549 in Julia

BayesianNetworkRegression.jl9

ShipMMG.jl8Ship maneuvering simulation tool with respect to ShipMMG model

StanModels.jl7Stan versions of StatisticalRethinking models.

BayesFlux.jl6Bayesian addition to Flux.jl

SubspaceInference.jl5Subspace Inference package for uncertainty analysis in deep neural networks and neural ordinary differential equations using Julia

Damask.jl5Pre and PostProcessing for DAMASK with Julia
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