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RHOAIENG-24600 : Ensure Python 3.12 support for Python TrustyAI #221

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NeriCarcasci
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Resolves RHOAIENG-24600:

Ensures Python 3.12 support for Python TrustyAI by addressing scikit-learn version incompatibility in group fairness model tests.

Existing credit bias model (.joblib) was trained with scikit-learn 1.2.1 but Python 3.12 environment uses scikit-learn 1.6.1.

Used the credit bias model from the TrustyAI model collection, retrained it with the current scikit-learn version for compatibility, and updated the group fairness tests to utilize this refreshed model.

@ruivieira ruivieira self-requested a review June 18, 2025 11:07
@ruivieira ruivieira added kind/enhancement New feature or request kind/dependencies Pull requests that update a dependency file labels Jun 18, 2025
@ruivieira ruivieira merged commit 6a36be9 into trustyai-explainability:main Jul 2, 2025
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@tarilabs tarilabs mentioned this pull request Jul 3, 2025
@ruivieira ruivieira moved this from In Review to Done in TrustyAI planning Jul 3, 2025
@ruivieira ruivieira linked an issue Jul 3, 2025 that may be closed by this pull request
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kind/dependencies Pull requests that update a dependency file kind/enhancement New feature or request
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Status: Done
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Successfully merging this pull request may close these issues.

Python TrustyAI does not build with Python 3.12
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