def scott_binning(data, range=None, **kwargs) -> StaticBinning:
"""Binning schema based on Scott's rule (from astropy).
Parameters
----------
data: arraylike
range: Optional[tuple]
See also
--------
astropy.stats.histogram.scott_bin_width
astropy.stats.histogram.histogram
"""
from astropy.stats.histogram import scott_bin_width
if range is not None:
data = data[(data >= range[0]) & (data <= range[1])]
_, edges = scott_bin_width(data, True)
return NumpyBinning(edges, **kwargs)
def scott_binning(data, range=None, **kwargs) -> StaticBinning:
"""Binning schema based on Scott's rule (from astropy).
Parameters
----------
data: arraylike
range: Optional[tuple]
See also
--------
astropy.stats.histogram.scott_bin_width
astropy.stats.histogram.histogram
"""
from astropy.stats.histogram import scott_bin_width
if range is not None:
data = data[(data >= range[0]) & (data <= range[1])]
_, edges = scott_bin_width(data, True)
return NumpyBinning(edges, **kwargs)