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Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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* Changes to rescaling when preprocessing data for linear models * Addition of __sklearn_tags__ metadata * Make _StatsModelsWrapper and _RegressionWrapper proper sklearn 1.8 estimators (necessary for use in Pipeline) * Deprecation of multi_class attribute of LogisticRegression * Fix use of force_finite in check_array to be compatible with sklearn 1.7 and 1.8 * Changes to how floating point values are treated in doctests * Adjust tests for numerical differences due to changes in Lasso's coordinate descent logic Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
pandas 3.0 changed the default string dtype from object to StringDtype, which requires conversion to numpy arrays before comparisons. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
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