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We do have a NoiseModel::as_dict() method that we may want to change to .to_dict() the same way Terra did, otherwise our AerJSONEncoder class won't know how to serialize NoiseModel objects.
This is changing the API of an important component, just making sure @chriseclectic and @gadial are fine with this change, and what implications have (more than changing the tutorials).
I'll put a depreaction warning in our NoiseModel::as_dict() method so we can remove it for 0.3.x or 0.4.x.
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