[ENH] Add poisson regressor with statsmodel#1016
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Ahmed-Zahran02 wants to merge 2 commits intosktime:mainfrom
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[ENH] Add poisson regressor with statsmodel#1016Ahmed-Zahran02 wants to merge 2 commits intosktime:mainfrom
Ahmed-Zahran02 wants to merge 2 commits intosktime:mainfrom
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Ahmed-Zahran02
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Pull request overview
This PR adds a new probabilistic regressor adapter that wraps statsmodels’ Poisson model and exposes it through the skpro BaseProbaRegressor interface, and then surfaces it in the public API/docs.
Changes:
- Added
StatsmodelsPoissonRegressorimplementation with mean/variance and Poisson distribution predictions. - Exported the new regressor from
skpro.regression.linear. - Included the regressor in the regression API reference docs.
Reviewed changes
Copilot reviewed 3 out of 3 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
skpro/regression/linear/_statsmodels_poisson.py |
New statsmodels-based Poisson regressor adapter with probabilistic predictions. |
skpro/regression/linear/__init__.py |
Re-exports StatsmodelsPoissonRegressor in the linear regression module API. |
docs/source/api_reference/regression.rst |
Adds StatsmodelsPoissonRegressor to the rendered regression API reference list. |
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Reference Issues/PRs
Fix #7
What does this implement/fix? Explain your changes.
This PR adds an adapter for
statsmodels's Poisson discrete model with theskprointerface.