Blog post on compressed sensing. This is the IPython Notebook corresponding to the blogpost.
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Very nice introduction to compressed sensing ! Thank you.
One little detail: In the present version of numpy (I use 1.14.3) you need to use np.fft.fft(Xhat) and np.fft.fft(X) in the very last section for the fast fourier transform and not only fft.