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[ENH] Tweedie Distribution

Open ShreeshaM07 opened this issue 7 months ago • 52 comments

Reference Issues/PRs

related to #423

What does this implement/fix? Explain your changes.

Implements a Tweedie distribution in skpro by working the compound poisson gamma case when power parameter 1<p<2. Calls the other pre-existing distributions in other interger cases

Does your contribution introduce a new dependency? If yes, which one?

No

What should a reviewer concentrate their feedback on?

If this idea would be suitable or is there something that might hinder the further extension as skpro does not handle case when 2<power<3.

Did you add any tests for the change?

no

PR checklist

For all contributions
  • [ ] I've added myself to the list of contributors with any new badges I've earned :-) How to: add yourself to the all-contributors file in the skpro root directory (not the CONTRIBUTORS.md). Common badges: code - fixing a bug, or adding code logic. doc - writing or improving documentation or docstrings. bug - reporting or diagnosing a bug (get this plus code if you also fixed the bug in the PR).maintenance - CI, test framework, release. See here for full badge reference
  • [x] The PR title starts with either [ENH], [MNT], [DOC], or [BUG]. [BUG] - bugfix, [MNT] - CI, test framework, [ENH] - adding or improving code, [DOC] - writing or improving documentation or docstrings.
For new estimators
  • [ ] I've added the estimator to the API reference - in docs/source/api_reference/taskname.rst, follow the pattern.
  • [ ] I've added one or more illustrative usage examples to the docstring, in a pydocstyle compliant Examples section.
  • [ ] If the estimator relies on a soft dependency, I've set the python_dependencies tag and ensured dependency isolation, see the estimator dependencies guide.

ShreeshaM07 avatar Jul 17 '24 18:07 ShreeshaM07