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/usr/lib/python3/dist-packages/astroML/density_estimation/__init__.py is in python3-astroml 0.3-6.

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from .density_estimation import KDE, KNeighborsDensity
from .xdeconv import XDGMM
from .histtools import\
    scotts_bin_width, freedman_bin_width, knuth_bin_width, histogram
from .bayesian_blocks import bayesian_blocks
from .empirical import FunctionDistribution, EmpiricalDistribution
from .gauss_mixture import GaussianMixture1D