Fixes for sklearn 1.7 pre-release support (backport #2451)

[mergify]

Description

Fixes for sklearn 1.7 pre-release support:

• Remove usage of deleted sklearn.utils._joblib module in pairwise distances
• Change internal TSNE parameter name to max_iter for sklearn>=1.7
• Fix onedal.utils._array_api._is_numpy_namespace to support new sklearn's xp name
• Temporary fix probabilities not in [0, 1] interval computed by ensemble models on sklearnex side (sklearn started enforcing upper interval border in estimator check).

Note: this PR fixes critical failures, there are still sklearnex and sklearn test failures.

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• I have reviewed my changes thoroughly before submitting this pull request.
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Performance

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This is an automatic backport of pull request #2451 done by [Mergify](https://mergify.com).

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Flag	Coverage Δ
azure	79.77% <100.00%> (+0.03%)	⬆️
github	?

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Files with missing lines	Coverage Δ
onedal/ensemble/forest.py	73.49% <100.00%> (+0.09%)	⬆️
onedal/utils/_array_api.py	62.50% <100.00%> (ø)

... and 46 files with indirect coverage changes

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