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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- __init__ now stores only hyperparameters (no mutable state) - Fitted attributes use trailing _ convention (hof_, compiled_hof_, etc.) - fit() initializes all state, accepts numpy arrays and DataFrames, sets n_features_in_ and feature_names_in_ - transform() guarded with check_is_fitted; accepts numpy arrays - Add get_feature_names_out() for Pipeline/ColumnTransformer compatibility - get_hof(), get_logs(), and all save_* methods guarded with check_is_fitted Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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