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DOC: Fix quantile docstring#22906

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Commits on Sep 30, 2018

• In this commit - Added extended summary for the function corrected output of example 1 Added summary for **See Also** functions Some typo fixes .

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• corrected PEP8 issue

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• fixed **Returns** section

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Commits on Oct 1, 2018

• More fixes and better examples

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• .

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Commits on Oct 8, 2018

• fixed

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