ThinkDSP
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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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C++ learning advice
An example of such exploration https://gitlab.com/cpp8/thinkdsp in a related area: DSP.
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?
What are some alternatives?
GSL - GNU Scientific Library with CMake build support and AMPL bindings
dsp_examples
assignments
overtone - Collaborative Programmable Music
helm - Helm - a free polyphonic synth with lots of modulation
gen-rack - Create VCV Rack modules from gen~ exports
zynaddsubfx - ZynAddSubFX open source synthesizer
mb-sound - A library of simple Ruby tools for processing sound.
AudioKit - Audio synthesis, processing, & analysis platform for iOS, macOS and tvOS
elk-pi - Elk Audio OS binary images for Raspberry Pi
NAudio - Audio and MIDI library for .NET