Dependency Packages

Turing.jl1807Bayesian inference with probabilistic programming.

ModelingToolkit.jl1212An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physicsinformed machine learning and automated transformations of differential equations

Symbolics.jl1169A fast and modern CAS for a fast and modern language.

Javis.jl769Julia Animations and Visualizations

NeuralNetDiffEq.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NeuralPDE.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

DiffEqTutorials.jl694Tutorials for doing scientific machine learning (SciML) and highperformance differential equation solving with open source software.

ApproxFun.jl486Julia package for function approximation

GeoStats.jl414An extensible framework for highperformance geostatistics in Julia

Soss.jl401Probabilistic programming via source rewriting

DataDrivenDiffEq.jl372Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

MeasureTheory.jl367"Distributions" that might not add to one.

StatisticalRethinking.jl366Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

Catalyst.jl342Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPUparallelized, and O(1) solvers in open source software

ProfileView.jl304Visualization of Julia profiling data

DiffEqOperators.jl279Linear operators for discretizations of differential equations and scientific machine learning (SciML)

DiffEqSensitivity.jl248A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimizethendiscretize, discretizethenoptimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

MCMCChains.jl236Types and utility functions for summarizing Markov chain Monte Carlo simulations

DimensionalData.jl219Named dimensions and indexing for julia arrays and other data

DynamicGrids.jl211Gridbased simulations in Julia

Stan.jl197Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

AxisArrays.jl183Performant arrays where each dimension can have a named axis with values

PGFPlots.jl182This library uses the LaTeX package pgfplots to produce plots.

BAT.jl164A Bayesian Analysis Toolkit in Julia

InteractiveChaos.jl162Fast, generalpurpose interactive applications for complex systems

Rasters.jl161Raster manipulation for the Julia language

TuringModels.jl153Implementations of the models from the Statistical Rethinking book with Turing.jl

AxisKeys.jl143🎹

TopOpt.jl141A beautifully Julian topology optimization package.

RayTracer.jl141Differentiable RayTracing in Julia

VoronoiFVM.jl134Solution of nonlinear multiphysics partial differential equation systems using the Voronoi finite volume method

ImageView.jl119Interactive display of images and movies

MethodOfLines.jl118Automatic Finite Difference PDE solving with Julia SciML

DiffEqBayes.jl117Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

FunctionalModels.jl111Equationbased modeling and simulations in Julia

GeoMakie.jl110Geographical plotting utilities for Makie.jl

ClimateTools.jl108Climate science package for Julia

PortAudio.jl102PortAudio wrapper for the Julia programming language, compatible with the JuliaAudio family of packages

ODEFilters.jl100Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

PerceptualColourMaps.jl99Perceptually Uniform Colour Maps for Julia
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