PyLaTeX
ceres-solver
| PyLaTeX | ceres-solver | |
|---|---|---|
| 1 | 8 | |
| 2,193 | 3,608 | |
| - | 1.6% | |
| 4.9 | 8.1 | |
| 4 months ago | 13 days ago | |
| Python | C++ | |
| MIT License | 3-Clause BSD License |
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PyLaTeX
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What libraries do you miss from other languages?
I implemented this for Python1, but it shouldn't be too hard to create a similar library for Rust.
ceres-solver
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The Elements of Differentiable Programming
I can't reply to the guy saying julia is the only one. But there are others.
Ceres uses dual numbers
https://github.com/ceres-solver/ceres-solver/blob/master/inc...
This library from google is used everywhere in robotics, so it's hardly some backwater little side project.
So does c++ autodiff
- A large scale non-linear optimization library
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Photometric Bundle Adjustment library?
http://ceres-solver.org (if you want to implement it manually, see tutorials & openCV sfm module)
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Gradients Without Backpropagation
http://ceres-solver.org/ works well, in my experience.
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Is there a library for non-linear optimization in Rust?
Hey, people! I was wondering if there is a library for non-linear optimization, equivalent to that for Ceres Solver that you have in C++?
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What libraries do you miss from other languages?
I've not yet seen anything comparable to http://ceres-solver.org/
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Non-linear equation solver for microcontrollers
Disclaimer: I'm one of the authors of Ceres Solver which is widely used for solving computational geometry problems in computer vision. I also wrote TinySolver. And nowadays, I focus on Pigweed; a collection of embedded libraries targeting high-volume consumer electronics products. It's fun to see an overlap of these two areas expertise!
What are some alternatives?
Ink - 🌈 React for interactive command-line apps
Eigen
askama - Type-safe, compiled Jinja-like templates for Rust
casadi - CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
copperspice - Set of cross platform C++ libraries (Core, Gui, Network, Multimedia, SQL, Vulkan, etc)
GLM - OpenGL Mathematics (GLM)
SaintCoinach - A .NET library written in C# for extracting game assets and reading game assets from Final Fantasy XIV: A Realm Reborn.
OpenBLAS - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
plotters - A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀
QuantLib - The QuantLib C++ library
aws-sdk-rust - AWS SDK for the Rust Programming Language
CGal - The public CGAL repository, see the README below