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Due to the name conflict between 'convert' from image magic there is some import-time configuration get gets done on windows (https://github.com/matplotlib/matplotlib/blob/master/lib/matplotlib/animation.py#L682) . These changes can get cleared by the style module.
This function should probably reach in and change the defaults or style.use needs to be aware of this issue.
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