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Top 6 C++ Math Projects
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> more like a floating point ... or more like a fixed-point ... ?
It really depends on what kind of analog hardware you use. Not exactly like either. You would different causes for error: Thermal, inherent indeterminism of interactions, decay/drift of value over time, boundary breaches with values near extrema, etc.
> IMO it is surprising fixed-point values don’t come up more often
The C++ standard committee has seen a paper on adding those to the language, as a library feature: https://www.open-std.org/jtc1/sc22/wg21/docs/papers/2019/p00...
There's a kind-of-popular fixed-point-math library for the language:
https://github.com/MikeLankamp/fpm
and I'm sure they have received some attention in other languages.
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Project mention: Is there anything like Embedded Artificial Intelligence & Machine Learning? Can anyone tell me more about it? | /r/embedded | 2023-12-07
Here's a resource-efficient Neural-Network library that I made1 specifically for MCUs, which I think you will find pretty interesting. Here's a simple xor-circuit NN example and here's a more advanced NN that predicts handwritten digits2 on an arduino UNO. Those combined with this research, I believe that will answer many of your questions and get you started.
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Project mention: Forscape – A Language and Editor for Scientific Computation | news.ycombinator.com | 2024-10-15
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In my latest contribution to the open-source library Theoretica, I tackled Issue #81 focused on refining and enhancing the inline documentation for two central components: mat (the matrix class) and vec (the vector class). This issue was raised to improve the readability and usability of these classes, which are essential in mathematical computations and commonly used across various areas in the library. Proper documentation is key to making complex code accessible to other developers and contributors.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
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Index
What are some of the best open-source Math projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | fpm | 675 |
| 2 | NeuralNetworks | 74 |
| 3 | Forscape | 57 |
| 4 | HLML | 24 |
| 5 | theoretica | 22 |
| 6 | tomorrow | 10 |
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