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I would add an attributes section here at the bottom of the docstring. They look similar to the parameters section: https://numpydoc.readthedocs.io/en/latest/format.html#documenting-classes. Start listing the self.xxx listed in the description, we'll later find someone to fill them out (e.g. _initialize_kernel section in the description mentions self.tempered_posterior and populates the self.var_info.
Originally posted by @OriolAbril in #6114 (comment)
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