ThinkDSP
GSL
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| ThinkDSP | GSL | |
|---|---|---|
| 14 | 4 | |
| 3,715 | 521 | |
| - | 1.7% | |
| 5.4 | 6.7 | |
| 5 months ago | 4 months ago | |
| Jupyter Notebook | C | |
| - | GNU General Public License v3.0 only |
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ThinkDSP
- How can I learn Digital Signal Processing fully ?
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Software skills
There's a free book online called Think DSP that teaches you how to design and visualize filters in Python: https://greenteapress.com/wp/think-dsp/
- Think DSP: An Introduction to Digital Signal Processing in Python
- What programming environment do you recommend for implementing some DSP theory?
- What resource do you suggest to learn DSP from for embedded applications?
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Fourier Series Visualisation with D3
https://greenteapress.com/wp/think-dsp/
It can be bought, but is available for free. Code is also available via GitHub. It uses Python and Jupyter.
"The premise of this book (and the other books in the Think X series) is that if you know how to program, you can use that skill to learn other things. I am writing this book because I think the conventional approach to digital signal processing is backward: most books (and the classes that use them) present the material bottom-up, starting with mathematical abstractions like phasors."
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Mathematical Python project ideas that are not ML
How about Think DSP: Digital Signal Processing in Python - https://github.com/AllenDowney/ThinkDSP
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C++ for numerical programming
My application is signal processing and tried to reproduce parts of https://github.com/AllenDowney/ThinkDSP in C++. https://gitlab.com/cpp8/thinkdsp.git and supplemented with some others. Documentation in https://github.com/RajaSrinivasan/assignments.git
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Recommended DSP Books
Think DSP
- Ask HN: How to get started with audio programming?
GSL
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C++ for numerical programming
Some time ago, I started on a similar journey. Started with https://www.gnu.org/software/gsl/
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C vs MATLAB for NLD?
I typically use C alongside the GNU Scientific Library.
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C++ learning advice
I might recommend exploring some libraries that could be used. GSL https://www.gnu.org/software/gsl/ is an example. This might be an equivalent of NumPy.
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C Deep
GSL - The GNU Scientific Library; a sophisticated numerical library. GPL-3.0-only.
What are some alternatives?
dsp_examples
FFTW - DO NOT CHECK OUT THESE FILES FROM GITHUB UNLESS YOU KNOW WHAT YOU ARE DOING. (See below.)
overtone - Collaborative Programmable Music
Torch - http://torch.ch
helm - Helm - a free polyphonic synth with lots of modulation
Blitz++ - Git mirror of Blitz++ at http://sourceforge.net/projects/blitz/
gen-rack - Create VCV Rack modules from gen~ exports
Trilinos - Primary repository for the Trilinos Project
thinkdsp
Dimwits - A compact C++ header-only library providing compile-time dimensional analysis and unit awareness
zynaddsubfx - ZynAddSubFX open source synthesizer
HELICS - Hierarchical Engine for Large-scale Infrastructure Co-Simulation (HELICS)