Hello,
I think there's something strange with shape when a slice is given by an array.
import numpy as N
my_array = N.ones((2, 3, 6))
ind = N.arange(4)
#you hope to find (3, 4)
print my_array[0, :, ind].shape
print my_array[0, :, 0:4].shape
print my_array[0][:, ind].shape
print my_array[0][:, 0:4].shape
"""
(4, 3)
(3, 4)
(3, 4)
(3, 4)
"""
Jean-Baptiste Rudant
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