Dependency Packages

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

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

DFTK.jl337Densityfunctional toolkit

GeometricFlux.jl330Geometric Deep Learning for Flux

PowerModels.jl316A Julia/JuMP Package for Power Network Optimization

MathOptInterface.jl308An abstraction layer for mathematical optimization solvers.

ReverseDiff.jl301Reverse Mode Automatic Differentiation for Julia

GaussianProcesses.jl298A Julia package for Gaussian Processes

Modia.jl298Modeling and simulation of multidomain engineering systems

Metalhead.jl297Computer vision models for Flux

Molly.jl281Molecular simulation in Julia

Evolutionary.jl281Evolutionary & genetic algorithms for Julia

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

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

NLsolve.jl278Julia solvers for systems of nonlinear equations and mixed complementarity problems

LsqFit.jl266Simple curve fitting in Julia

TrajectoryOptimization.jl260A fast trajectory optimization library written in Julia

SciMLSensitivity.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.

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.

COSMO.jl247COSMO: Accelerated ADMMbased solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

DiffEqBase.jl243The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

MonteCarloMeasurements.jl243Propagation of distributions by MonteCarlo sampling: Real number types with uncertainty represented by samples.

BifurcationKit.jl240A Julia package to perform Bifurcation Analysis

Ferrite.jl239Finite element toolbox for Julia

StateSpaceModels.jl235StateSpaceModels.jl is a Julia package for timeseries analysis using statespace models.

ComponentArrays.jl231Arrays with arbitrarily nested named components.

JuliaFEM.jl226The JuliaFEM software library is a framework that allows for the distributed processing of large Finite Element Models across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.

NLopt.jl223Package to call the NLopt nonlinearoptimization library from the Julia language

Dojo.jl221A differentiable physics engine for robotics

SDDP.jl220Stochastic Dual Dynamic Programming in Julia

PowerSimulations.jl216Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

Alpine.jl214A Julia/JuMPbased Global Optimization Solver for Nonconvex Programs

LazySets.jl208Scalable SymbolicNumeric Set Computations

DiffEqGPU.jl202GPUacceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

SparseDiffTools.jl201Fast jacobian computation through sparsity exploitation and matrix coloring

Octavian.jl201Multithreaded BLASlike library that provides pure Julia matrix multiplication

StochasticDiffEq.jl200Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

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

SimpleChains.jl195Simple chains

Sundials.jl188Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner
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