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The Top 21 Julia Ordinary Differential Equations Open Source Projects

Open source projects categorized as Julia Ordinary Differential Equations
Categories > Ordinary Differential Equations
Modelingtoolkit.jl ⭐ 1,292
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
most recent commit 3 months ago
Neuralpde.jl ⭐ 864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
most recent commit 3 months ago
Diffeqflux.jl ⭐ 810
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
most recent commit 3 months ago
Scimltutorials.jl ⭐ 698
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
most recent commit 8 months ago
Ordinarydiffeq.jl ⭐ 479
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
most recent commit 3 months ago
Diffeqpy ⭐ 456
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
dependent packages 2total releases 12most recent commit 5 months agopypi diffeqpy} Downloads
Diffeqbase.jl ⭐ 282
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
most recent commit 3 months ago
Sundials.jl ⭐ 200
Julia 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
most recent commit 3 months ago
Diffeqr ⭐ 127
Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
total releases 9most recent commit 6 months ago
Diffeqbayes.jl ⭐ 119
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
most recent commit 3 months ago
Scimlbase.jl ⭐ 111
The Base interface of the SciML ecosystem
most recent commit 3 months ago
Modelingtoolkitstandardlibrary.jl ⭐ 89
A standard library of components to model the world and beyond
most recent commit 3 months ago
Diffeqparamestim.jl ⭐ 60
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
most recent commit 3 months ago
Diffeqphysics.jl ⭐ 47
A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
most recent commit 3 months ago
Geometricintegrators.jl ⭐ 46
Geometric Numerical Integration in Julia
most recent commit 3 months ago
Globalsensitivity.jl ⭐ 41
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
most recent commit 3 months ago
Dassl.jl ⭐ 31
Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF) in the SciML scientific machine learning organization
most recent commit 3 months ago
Parameterestimation.jl ⭐ 24
ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.
most recent commit 3 months ago
Control_neuralode ⭐ 9
On the use of NeuralODEs as optimal control policies: I.O. Sandoval, P. Petsagkourakis, E. A. del Rio-Chanona, “Neural ODEs as Feedback Policies for Nonlinear Optimal Control” The 22nd World Congress of the International Federation of Automatic Control (IFAC 2023)
most recent commit 9 months ago
Sbml2julia ⭐ 5
A tool to for optimizing parameters of ordinary differential equation (ODE) models. SBML2Julia translates a model from SBML/PEtab format into Julia for Mathematical Programming (JuMP), performs the optimization task and returns the results.
most recent commit 2 years ago
Sbmlinterface.jl ⭐ 5
Interface between the Systems Biology Markup Language and Julia
most recent commit 3 years ago
The 4 Latest Releases In Julia Ordinary Differential Equations Open Source Projects
Diffeqpy ⭐ 456
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
dependent packages 2total releases 12latest release December 10, 2023most recent commit 5 months agopypi diffeqpy} Downloads
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