Gpufit
ceres-solver
Gpufit | ceres-solver | |
---|---|---|
1 | 8 | |
300 | 3,608 | |
- | 1.6% | |
5.1 | 8.1 | |
2 months ago | 12 days ago | |
C++ | C++ | |
MIT License | 3-Clause BSD License |
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Gpufit
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Has anyone been able to get lmfit working with GPU/cuda, or know some other GPU based curve fitting library?
There's GPUFit, but it doesn't seem as easy an flexible, and it looks like I'll have to write all my own fitting models and then recompile, which, I'll do it if I have to, but I really prefer the flexibility that lmfit provides.
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?
Eigen
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.
GLM - OpenGL Mathematics (GLM)
OpenBLAS - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
QuantLib - The QuantLib C++ library
CGal - The public CGAL repository, see the README below
Boost.Multiprecision - Boost.Multiprecision
metamath - Meta mathematics. Symbolic functions and derivatives.
not-yet-awesome-rust - A curated list of Rust code and resources that do NOT exist yet, but would be beneficial to the Rust community.
Klein - P(R*_{3, 0, 1}) specialized SIMD Geometric Algebra Library
hlslpp - Math library using hlsl syntax with SSE/NEON support
AliceVision - Photogrammetric Computer Vision Framework