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jpmml / jpmml-sklearn

Java library and command-line application for converting Scikit-Learn pipelines to PMML
GNU Affero General Public License v3.0
531 stars 117 forks source link

Enforce up-to-date checks #187

Closed vruusmann closed 1 year ago

vruusmann commented 1 year ago

The SkLearn2PMML/JPMML-SkLearn stack should fail with an informative message if it's being used with a Scikit-Learn version that is newer than the "last stable Scikit-Learn version at the date of SkLearn2PMML package release". Should also run similar checks for child modules (eg. LightGBM, XGBoost, H2O.ai, StatsModels).

Alternatively, the SkLearn2PMML package could perform a "is there a newer version of myself available at PyPI?"-style check.

The first mechanism would be quick and work offline, whereas the second one would be more intrusive.

vruusmann commented 1 year ago

Just trying to avoid pointless suffering like the following: https://github.com/jpmml/sklearn2pmml/issues/381