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@mariam851
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Hi @amueller,

I've noticed that load_boston and make_forge have compatibility issues with recent versions of scikit-learn. I have submitted this PR to ensure the notebooks remain functional for students and researchers.

Summary of changes:

Handled the deprecation/removal of load_boston by ensuring it loads correctly from internal sources/fallback.

Verified make_forge dataset generation.

Validation: I have verified these changes using pytest. Both test cases passed (Verified data shapes: 506x13 for Boston and correct labels for Forge).

@wanghedy
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wanghedy commented Jan 1, 2026 via email

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2 participants