Dependency Packages

Gadfly.jl1659Crafty statistical graphics for Julia.

Makie.jl855High level plotting on the GPU.

DSGE.jl643Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

DiffEqFlux.jl510Universal neural differential equations with O(1) backprop, GPUs, and stiff+nonstiff DE solvers, demonstrating scientific machine learning (SciML) and physicsinformed machine learning methods

DiffEqTutorials.jl452Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

NeuralPDE.jl327PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NeuralNetDiffEq.jl327PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Javis.jl313Julia Animations and Visualizations

OpticSim.jl290Optical Simulation software

Interpolations.jl279Fast, continuous interpolation of discrete datasets in Julia

StatsPlots.jl265Statistical plotting recipes for Plots.jl

Mamba.jl237Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

Agents.jl234Agentbased modeling framework in Julia

StatisticalRethinking.jl233Julia version of selected functions in the R package `rethinking`. Used in the StatisticalRethinkingStan and StatisticalRethinkingTuring projects.

Modia.jl207Modeling and simulation of multidomain engineering systems

Metalhead.jl200Computer vision models for Flux

DFTK.jl164Densityfunctional toolkit

PGFPlots.jl155This library uses the LaTeX package pgfplots to produce plots.

SatelliteToolbox.jl139A toolbox for satellite analysis written in julia language.

RayTracer.jl116Differentiable RayTracing in Julia

Molly.jl108Molecular simulation in Julia

GraphRecipes.jl108Graphrelated recipes to be used with Plots.jl

TuringModels.jl101Turing version of StatisticalRethinking models.

KernelDensity.jl100Kernel density estimators for Julia

BAT.jl98A Bayesian Analysis Toolkit in Julia

AlgebraOfGraphics.jl98Combine ingredients for a plot

Augmentor.jl98A fast image augmentation library in Julia for machine learning.

FourierFlows.jl92Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

DiffEqSensitivity.jl90A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimizethendiscretize, discretizethenoptimize, and more for ODEs, SDEs, DDEs, DAEs, etc.

AbstractPlotting.jl88An abstract interface for plotting libraries, part of the Makie ecosystem.

ImageView.jl85Interactive display of images and movies

StatsKit.jl82Convenience metapackage to load essential packages for statistics

InteractiveDynamics.jl79Fast, generalpurpose interactive applications for dynamical systems

InteractiveChaos.jl79Fast, generalpurpose interactive applications for dynamical systems

Causal.jl76Causal.jl  A modeling and simulation framework adopting causal modeling approach.

Jusdl.jl76Causal.jl  A modeling and simulation framework adopting causal modeling approach.

Mads.jl75MADS: Model Analysis & Decision Support

Immerse.jl73Dive deeper into your data with interactive graphics

ClimateTools.jl70Climate science package for Julia

ECharts.jl69Julia package for the Apache ECharts v4 visualization library
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