Support for pandas 0.23.0 #45

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Support for pandas 0.23.0#45

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Just collecting the changes that affect us from pandas:

ENH: avoid creating reference cycle on indexing (#15746) pandas-dev/pandas#17956
Emit warning for missing labels in Multiindex.loc[[...]] (and more) pandas-dev/pandas#20770

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