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Top 4 C++ fixed-point Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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tinymind
Tinymind is a Neural Network and Machine Learning project intended to provide a C++ template library for neural nets and machine learning algorithms within embedded systems.
> 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.
Project mention: Is there anything like Embedded Artificial Intelligence & Machine Learning? Can anyone tell me more about it? | /r/embedded | 2023-12-07Take a look at TinyMind: https://github.com/danmcleran/tinymind
C++ fixed-point related posts
- Try This Brand New Analog Computer
- Rust be like
- Could fixed-point be introduce into C++26? If so would it be through language, library or both?
- cnl library and scaled_integer
- fixedmath c++17 library
- Float division
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A note from our sponsor - WorkOS
workos.com | 28 Apr 2024
Index
What are some of the best open-source fixed-point projects in C++? This list will help you:
Project | Stars | |
---|---|---|
1 | cnl | 619 |
2 | fpm | 593 |
3 | nGL | 28 |
4 | tinymind | 7 |
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