Surrogates.jl
NonlinearSolve.jl
Surrogates.jl | NonlinearSolve.jl | |
---|---|---|
1 | 2 | |
317 | 208 | |
2.8% | 13.0% | |
8.7 | 9.7 | |
15 days ago | 6 days ago | |
Julia | Julia | |
GNU General Public License v3.0 or later | MIT License |
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Surrogates.jl
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Modèles de substitution avec Julia et JupyterLab dans la plateforme Serverless Azure Container Apps…
GitHub - SciML/Surrogates.jl: Surrogate modeling and optimization for scientific machine learning (SciML)
NonlinearSolve.jl
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Storing a zero found by NLsolve as a vector
I would highly suggest using NonlinearSolve.jl instead as it's more maintained. For this, the solution object is documented here: https://docs.sciml.ai/NonlinearSolve/stable/basics/NonlinearSolution/
- ModelingToolkit, Modelica, and Modia: The Composable Modeling Future in Julia
What are some alternatives?
NeuralPDE.jl - Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Unitful.jl - Physical quantities with arbitrary units
DiffEqOperators.jl - Linear operators for discretizations of differential equations and scientific machine learning (SciML)
Zygote-Mutating-Arrays-WorkAround.jl - A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.
Optimization.jl - Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
sparse - Sparse matrix formats for linear algebra supporting scientific and machine learning applications
Zygote-Mutating-Arrays-WorkArou