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Detect radio bursts with variying intensity

Project description

This module implements the kalman detector score along with the equivalent cumulative fourier
score. Score is designed to receive X(f), a sequence of “amplitudes” (where f is an arbitrary indexed parameter) and decide between: H0: X(f) = N(f) pure gaussian noise H1: X(f) = A(f) + N(f) where A(f) is a smooth gaussian field with a low-pass power spectra where the smoothness parameter unknown. Was originally written for detecting Fast Radio Bursts, but can be used to many other types of signals including AGN light curves. If used for scientific publication, please write to bzackay@gmail.com for citing information (paper would be out soon)

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