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.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pennylane | 2,022 |  | 10 | 54 | 3 months 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. | ||||||||||
| Owl | 1,170 | 25 days ago | 77 | mit | OCaml | |||||
| Owl - OCaml Scientific Computing @ https://ocaml.xyz | ||||||||||
| Control Toolbox | 838 | 2 years ago | 53 | bsd-2-clause | C++ | |||||
| The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control | ||||||||||
| Optim | 726 | 3 months ago | 7 | apache-2.0 | C++ | |||||
| OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions | ||||||||||
| Pymanopt | 668 | 3 months ago | 38 | bsd-3-clause | Python | |||||
| Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation | ||||||||||
| Optimization.jl | 625 | 3 months ago | 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. | ||||||||||
| Aerosandbox | 573 |  | 1 | 4 months 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. | ||||||||||
| Kotlingrad | 489 | a year ago | 2 | December 25, 2021 | 13 | apache-2.0 | Kotlin | |||
| 🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types | ||||||||||
| Torchopt | 460 |  | 2 | 4 months ago | 14 | November 10, 2023 | 6 | apache-2.0 | Python | |
| TorchOpt is an efficient library for differentiable optimization built upon PyTorch. | ||||||||||
| Tinyad | 329 | 4 months ago | 2 | mit | C++ | |||||
| Automatic Differentiation in Geometry Processing Made Simple | ||||||||||
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Julia
Optimization
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