Library "MathSpecialFunctionsConvolve1D"
Convolution is one of the most important mathematical operations used in signal processing. This simple mathematical operation pops up in many scientific and industrial applications, from its use in a billion-layer large CNN to simple image denoising.
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Reference:
algorithm-archive.org/contents/convolutions/1d/1d.html
numpy.org/doc/stable/reference/generated/numpy.convolve.html
lloydrochester.com/post/c/convolution/
geeksforgeeks.org/how-to-perform-faster-convolutions-using-fast-fourier-transformfft-in-python/
f(signal, filter)
Convolve
Parameters:
signal (array<float>): List with signal data.
filter (array<float>): List with weights to apply to the signal data.
Returns: Discrete, linear convolution of `signal` and `filter`.
Convolution is one of the most important mathematical operations used in signal processing. This simple mathematical operation pops up in many scientific and industrial applications, from its use in a billion-layer large CNN to simple image denoising.
___
Reference:
algorithm-archive.org/contents/convolutions/1d/1d.html
numpy.org/doc/stable/reference/generated/numpy.convolve.html
lloydrochester.com/post/c/convolution/
geeksforgeeks.org/how-to-perform-faster-convolutions-using-fast-fourier-transformfft-in-python/
f(signal, filter)
Convolve
Parameters:
signal (array<float>): List with signal data.
filter (array<float>): List with weights to apply to the signal data.
Returns: Discrete, linear convolution of `signal` and `filter`.
Pine library
In true TradingView spirit, the author has published this Pine code as an open-source library so that other Pine programmers from our community can reuse it. Cheers to the author! You may use this library privately or in other open-source publications, but reuse of this code in publications is governed by House Rules.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.
Pine library
In true TradingView spirit, the author has published this Pine code as an open-source library so that other Pine programmers from our community can reuse it. Cheers to the author! You may use this library privately or in other open-source publications, but reuse of this code in publications is governed by House Rules.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.