Optimization.jl Alternatives

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.
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Alternatives To SciML/Optimization.jl
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
PennyLaneAI/pennylane 2,022 10 54 about 2 years ago 46 November 08, 2023 263 apache-2.0 Python
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
owlbarn/owl 1,118 0 0 over 2 years ago 0 77 mit OCaml
Owl - OCaml Scientific Computing @ http://ocaml.xyz
ethz-adrl/control-toolbox 838 0 0 about 4 years ago 0 53 bsd-2-clause C++
The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
kthohr/optim 726 0 0 over 2 years ago 0 7 apache-2.0 C++
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
pymanopt/pymanopt 668 0 0 over 2 years ago 0 38 bsd-3-clause Python
Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
SciML/Optimization.jl 625 0 0 about 2 years ago 0 91 mit Julia
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.
peterdsharpe/AeroSandbox 573 0 1 over 2 years ago 161 December 08, 2023 4 mit Jupyter Notebook
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
breandan/kotlingrad 489 0 0 about 3 years ago 2 December 25, 2021 13 apache-2.0 Kotlin
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
metaopt/torchopt 460 0 2 over 2 years ago 14 November 10, 2023 6 apache-2.0 Python
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
patr-schm/TinyAD 329 0 0 over 2 years ago 0 2 mit C++
Automatic Differentiation in Geometry Processing Made Simple
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