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Update _sklearn_mixin.py
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rehline/_sklearn_mixin.py

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@@ -275,7 +275,7 @@ class plq_Ridge_Regressor(plqERM_Ridge, RegressorMixin):
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- **Intercept handling**: if ``fit_intercept=True``, a constant column (value = ``intercept_scaling``)
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is appended to the right of the design matrix before calling the base solver. The last learned
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coefficient is then split out as ``intercept_``.
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→ The column indeices of the original features reamin; therefore, ``sen_idx`` in the constraint ``fair`` follow the original index.
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→ The column indices of the original features reamin; therefore, ``sen_idx`` in the constraint ``fair`` follow the original index.
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- **Constraint handling**: constraints are passed through unchanged; the base class will call
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``_make_constraint_rehline_param(constraint, X, y)`` on the matrix given to `fit`.
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With your updated implementation, ``fair`` must be specified as

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