Changes proposed in this pull request:

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I've read and followed all steps in the Making a pull request section of the CONTRIBUTING docs.
I've updated or added any relevant docstrings.
If this PR fixes a bug, I've added a test that will fail without my fix.
If this PR adds a new feature, I've added tests that sufficiently cover my new functionality.