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Examples use floats when they should use integers (numpy deprecation) #8017

@amueller

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@amueller

Checking out the recent build failure on master at
https://circleci.com/gh/scikit-learn/scikit-learn/7595#tests/containers/0/actions/8

I noticed that there is a bunch of VisibleDeprecationWarnings from numpy in the examples. We should fix them.

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