Dependency Packages
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Turing.jl2026Bayesian inference with probabilistic programming.
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Gadfly.jl1900Crafty statistical graphics for Julia.
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NeuralPDE.jl966Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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DSGE.jl864Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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Tidier.jl513Meta-package for data analysis in Julia, modeled after the R tidyverse.
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StatsPlots.jl437Statistical plotting recipes for Plots.jl
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AlgebraOfGraphics.jl421Combine ingredients for a plot
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Molly.jl389Molecular simulation in Julia
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StatisticalRethinking.jl386Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
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MCMCChains.jl266Types and utility functions for summarizing Markov chain Monte Carlo simulations
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Mamba.jl253Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
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TidierPlots.jl214Tidier data visualization in Julia, modeled after the ggplot2 R package.
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Stan.jl211Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
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BAT.jl198A Bayesian Analysis Toolkit in Julia
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InteractiveChaos.jl173Fast, general-purpose interactive applications for complex systems
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TuringModels.jl163Implementations of the models from the Statistical Rethinking book with Turing.jl
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StatsKit.jl139Convenience meta-package to load essential packages for statistics
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PairPlots.jl130Beautiful and flexible vizualizations of high dimensional data
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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
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ClimateTools.jl116Climate science package for Julia
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MagNav.jl101MagNav: airborne Magnetic anomaly Navigation
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Mads.jl101MADS: Model Analysis & Decision Support
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Immerse.jl88Dive deeper into your data with interactive graphics
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Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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AbstractPlotting.jl85An abstract interface for plotting libraries, part of the Makie ecosystem.
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CalibrateEmulateSample.jl84Stochastic Optimization, Learning, Uncertainty and Sampling
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ECharts.jl84Julia package for the Apache ECharts v4 visualization library
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OrbitalTrajectories.jl83OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
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SMM.jl79Simulated Method of Moments for Julia
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EasyModelAnalysis.jl79High level functions for analyzing the output of simulations
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TuringGLM.jl71Bayesian Generalized Linear models using `@formula` syntax.
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Turkie.jl68Turing + Makie = Turkie
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Mimi.jl66Integrated Assessment Modeling Framework
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DiffEqUncertainty.jl65Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
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SciMLExpectations.jl65Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
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GpABC.jl54-
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Survey.jl53Analysis of complex surveys
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GlobalSensitivity.jl51Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
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MakieLayout.jl50Layouting for Makie.jl
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