[MRG] Added doc on how to override estimator tags #13550
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jnothman
reviewed
Apr 1, 2019
doc/whats_new/v0.21.rst
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| @@ -553,3 +553,8 @@ These changes mostly affect library developers. | |||
| when `fit` is called twice with the same data, the ouput of | |||
| `predict`, `predict_proba`, `transform`, and `decision_function` does not | |||
| change. :issue:`12328` by :user:`Nicolas Hug <NicolasHug>` | |||
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| - Add estimators tags: these are annotations of estimators that allow | |||
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Maybe this belongs in "Multiple modules" and the comment here should be that some checks will now be run selectively depending on the estimator's tags
doc/whats_new/v0.21.rst
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| - Add estimators tags: these are annotations of estimators that allow | ||
| programmatic inspection of their capabilities, such as sparse matrix | ||
| support, supported output types and supported methods. |
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Thanks for the review Joel. Should this be labeled as |
rth
approved these changes
Apr 1, 2019
doc/whats_new/v0.21.rst
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| - Add estimators tags: these are annotations of estimators that allow | ||
| programmatic inspection of their capabilities, such as sparse matrix | ||
| support, supported output types and supported methods. The estimators checks | ||
| are now run selectively, depending on the estimator's tags. Read more in the |
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This may sounds a bit confusing, as estimator checks were always run selectively. Maybe,
Estimator tags also determine tests that are run on an estimator when `check_estimator` is called.
qinhanmin2014
approved these changes
Apr 1, 2019
doc/whats_new/v0.21.rst
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| @@ -542,6 +542,12 @@ Multiple modules | |||
| - |Efficiency| Memory copies are avoided when casting arrays to a different | |||
| dtype in multiple estimators. :issue:`11973` by :user:`Roman Yurchak | |||
| <rth>`. | |||
| - Add estimators tags: these are annotations of estimators that allow | |||
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Could just be feature in terms of user impact. It's a major achievement on our part
jnothman
approved these changes
Apr 2, 2019
qinhanmin2014
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Apr 2, 2019
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Reference Issues/PRs
Closes #13374
What does this implement/fix? Explain your changes.
_more_tagswasn't mentioned anywhere)