Pyfftw

A python wrapper for FFTW, a fast-fourier transform library.

Scipy

SciPy is an open source library of algorithms and mathematical tools for the Python programming language.

Others

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Edit more recent scipy does a from question Convolution of two three dimensional arrays with padding on one side too slow |