plotters
ceres-solver
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| plotters | ceres-solver | |
|---|---|---|
| 14 | 8 | |
| 3,518 | 3,601 | |
| 3.4% | 2.6% | |
| 7.5 | 8.1 | |
| 11 days ago | 7 days ago | |
| Rust | C++ | |
| MIT License | 3-Clause BSD License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
plotters
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Plotting with GTK4
plotter-rs Cairo backend: Specific backend to interact with a gtk-rs DrawingArea widget.
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Looking for any crates to help me migrate my current workflow to Rust.
I would also look at plotters https://github.com/plotters-rs/plotters to replace mathplotlib. Unfortunately, I'm not aware of any library for image transformations/augmentations.
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Iced, a cross-platform GUI library — New release featuring stabilization of stateless widgets, first-class theming, widget operations, lazy widget, and more!
Have you looked into plotters https://github.com/plotters-rs/plotters ? I think it should be possible to integrate it into an app.
- By the way, plotters has an ab_glyph feature now
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[Media] Quantum wave packet simulations (second day learning Rust)
About plots, besides plotly, take a look at https://github.com/plotters-rs/plotters and https://github.com/milliams/plotlib
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2D library with decent text rendering / measuring support
I'd recommend plotters, I've only used it for it's drawing api and I found it quite nice for text rendering.
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Data visualization in rust
- https://github.com/plotters-rs/plotters
- Simple plotting/graphing crate suggestions
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Discussion: Integrating polars and plotters
For those who do not know about them, polars is a data frame crate for Rust and Python. It is also the fastest data frame library, according to benchmarks. Plotters is a crate for data visualisation. Both are the equivalents of pandas and matplotlib from the Python ecosystem. However, the integration with matplotlib in pandas has no equivalent. I would like to propose an effort to integrate polars with plotters, either by modifying the existing codebases, or creating a new bridge crate. I would love to hear opinions about this from the widder community.
- What libraries do you miss from other languages?
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?
iced - A cross-platform GUI library for Rust, inspired by Elm
Eigen
yew - Rust / Wasm framework for creating reliable and efficient web applications
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.
crates.io - The Rust package registry
GLM - OpenGL Mathematics (GLM)
cross - “Zero setup” cross compilation and “cross testing” of Rust crates
OpenBLAS - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
rustbreak - A simple, fast and easy to use self-contained single file storage for Rust
QuantLib - The QuantLib C++ library
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
CGal - The public CGAL repository, see the README below