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Spectral

Colm Talbot requested to merge colm.talbot/stochastic_lite:spectral into master

This MR adds a spectral module to do the various density estimation operations we need.

The main function is coarse_grain_spectrogram which takes a gwpy.spectrogram.Spectrogram object and performs averages in time and frequency to estimate the density.

The current testing is not sufficient, but I'm adding this to enable more discussion on what testing we need.

cc @arianna.renzini @joseph.romano @sharan.banagiri @ioannis.michaloliakos @andrew.matas

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