FEA add temperature scaling to `CalibratedClassifierCV`#31068

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virchan wants to merge 21 commits intoscikit-learn:mainfrom

virchan:issues/28574_implementing_temperature_scaling

Commits on Mar 25, 2025

Commits on Mar 27, 2025

Commits on Mar 28, 2025

Merge remote-tracking branch 'upstream/main' into issues/28574_implementing_temperature_scaling
virchan
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Commits on Mar 31, 2025

Merge remote-tracking branch 'upstream/main' into issues/28574_implementing_temperature_scaling
virchan
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Commits on Apr 2, 2025

Merge remote-tracking branch 'upstream/main' into issues/28574_implementing_temperature_scaling
virchan
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Commits on Apr 7, 2025

Merge remote-tracking branch 'upstream/main' into issues/28574_implementing_temperature_scaling
virchan
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Commits on Apr 9, 2025

Merge remote-tracking branch 'upstream/main' into issues/28574_implementing_temperature_scaling
virchan
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Commits on Apr 10, 2025

Updated test cases for temperature scaling in `test_calibration.py`. Updated doc-strings of temperature scaling in `calibration.py`. Updated formatting.
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Commits on Apr 14, 2025

Merge remote-tracking branch 'upstream/main' into issues/28574_implementing_temperature_scaling
virchan
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Commits on Apr 15, 2025

Fix failing `test_float32_predict_proba`.
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Commits on Apr 26, 2025

Commits on May 1, 2025

Commits on May 6, 2025