Do not assume equally sampled x-data
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jvdd commented
The current code assumes equally sampled x-data (bin size is expressed in number of samples - assuming there are no gaps & sampling rate does not change)
To remove this assumption we should use something like np.searchsorted
to determine the start- and end-indexes of the bins (this uses the x-data values to determine the bins).
I guess for empty bins, we should also perform some cleanup?