Dependency Packages

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

Soss.jl401Probabilistic programming via source rewriting

Surrogates.jl281Surrogate modeling and optimization for scientific machine learning (SciML)

Integrals.jl166A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

BAT.jl164A Bayesian Analysis Toolkit in Julia

QuantLib.jl126Quantlib implementation in pure Julia

BayesianOptimization.jl77Bayesian optimization for Julia

QuasiMonteCarlo.jl75Lightweight and easy generation of quasiMonte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)

EasyModelAnalysis.jl74High level functions for analyzing the output of simulations

Tilde.jl73WIP successor to Soss.jl

DiffEqUncertainty.jl59Fast uncertainty quantification for scientific machine learning (SciML) and differential equations

SciMLExpectations.jl59Fast uncertainty quantification for scientific machine learning (SciML) and differential equations

Mimi.jl58Integrated Assessment Modeling Framework

MultistartOptimization.jl57Multistart optimization methods in Julia.

Sophon.jl36Neural networks and neural operators for physicsinformed machine learning

MonteCarloIntegration.jl32A package for multidimensional integration using monte carlo methods

GlobalSensitivity.jl31Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

Plasma.jl30An interface for accelerated simulation of highdimensional collisionless and electrostatic plasmas.

GlobalSensitivityAnalysis.jl29Julia implementations of global sensitivity analysis methods.

InformationGeometry.jl27Methods for computational information geometry

PosteriorPlots.jl20Graphical tools for Bayesian inference and posterior predictive checks.

FinancialMonteCarlo.jl19Julia Package for Financial Monte Carlo Simulations

AugmentedGPLikelihoods.jl18Provide all functions needed to work with augmented likelihoods (conditionally conjugate with Gaussians)

GEMPIC.jl18Geometric ElectroMagnetic ParticleInCell Method

MOSLab.jl16From Semiconductor to TransistorLevel Modeling in Julia

ProjectionPursuit.jl15

SossMLJ.jl15SossMLJ makes it easy to build MLJ machines from userdefined models from the Soss probabilistic programming language

HighFrequencyCovariance.jl12A package for estimating and regularising correlation and covariance matrices with high frequency financial data

UncertaintyQuantification.jl11Uncertainty Quantification in Julia

TupleVectors.jl9

GasChromatographySimulator.jl9A package for the simulation of gas chromatography (GC)

EFTfitter.jl8A tool for the combination and EFT interpretation of measurements in Julia

MimiPAGE2020.jl7PAGE2020  a Julia implementation of the PAGE Integrated Assessment Model

SFrontiers.jl6A Package for Estimating Stochastic Frontier Models using Julia

VlasovMethods.jl5Numerical Methods for VlasovPoisson and VlasovMaxwell Systems

MimiGIVE.jl5

SampleChainsDynamicHMC.jl4

IteratedProcessSimulations.jl3Simulate Machine Learningbased Business Processes in Julia

TransportBasedInference.jl3A repository for adaptive transport maps

MimiSNEASY.jl3
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