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@dsherry I caught the bug purely by coincidence when I was trying to figure out why catboost wasn't working on circleci and was clicking around the docs. We probably didn't catch it earlier because raise_errors for our calls to .fit() defaults to False so it silently failed, so part of this PR was to set our raise_errors flag to True :)
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