How can I use seaborn without changing the matplotlib defaults?

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Version 0.8 (july 2017) changed this behaviour. From https://seaborn.pydata.org/whatsnew.html#v0-8-0-july-2017:

The default (seaborn) style is no longer applied when seaborn is
imported. It is now necessary to explicitly call set() or one or more
of set_style(), set_context(), and set_palette(). Correspondingly, the
seaborn.apionly module has been deprecated.

For older versions, Import seaborn like this:

import seaborn.apionly as sns

and then you should be able to use sns.distplot but maintain the default matplotlib styling + your personal rc configuration.

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