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Commits on Dec 19, 2025

• chore: handle expected warnings in unit tests (#838)

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  hmaissoro

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• chore: upgrade mypy (#840)

  allglc

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• add plotly to notebook requirements (#839)

  allglc

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Commits on Dec 18, 2025

• refactor: homogenise the check on the valid parameters from the LLT procedure. (#832)

  hmaissoro

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• refactor: improve the readability of 'find_precision_best_predict_param' method (#830)

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  hmaissoro

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• docs: improve the readability of the long test of the LTT theoretical result (#829)

  hmaissoro

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  ef0b9d1

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• remove 2 useless tests (#837)

  allglc

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Commits on Dec 17, 2025

• refactor: Remove inheritance on BaseEstimator and ClassifierMixin (#836)

  GBrelurut

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• doc: Improve calibration doc (#835)

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  allglc

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Commits on Dec 16, 2025

• remove all $ from contributing file

  hmaissoro

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• refactor: Homogenise the implementation of risk between the BCC and the PRC (#824)

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• FEAT: Implement VennAbers calibration method for both binary and mult… (#777)

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  dimoibiehg

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  allglc

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Commits on Dec 15, 2025

• refactor: multi-label-api improve docstring and predict_function processing (#828)

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  allglc

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  GBrelurut

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Commits on Dec 11, 2025

• fix,chore,docs: fix issues with scikit-learn 1.8, update local setup instructions, update the LLM as a judge example(#826)

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  hmaissoro

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Commits on Dec 10, 2025

• docs: update contributing guide with environment setup instructions (#825)

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  hmaissoro

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  allglc

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Commits on Dec 9, 2025

• feat: risk control for multi label classification API renaming (#823)

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  allglc

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  GBrelurut

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Commits on Dec 8, 2025

• chore: Improve the readability of the notebook on the validation of LLT statistical properties (#815)

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  hmaissoro

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• feat: Multilabel-risk-control-predict-function-instead-of-estimator (#820)

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  allglc

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Commits on Dec 5, 2025

• chore: CI: separate long tests from the rest and do not execute for draft PRs (#811)

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  hmaissoro

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• chore: fix typos (#807)

  allglc

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• docs: enhance multi-parameter plot with valid zones and best parameter (#813)

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  hmaissoro

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Commits on Dec 4, 2025

• fix: resolve categorical variable string issue by using _safe_indexin… (#817)

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  LacombeLouis

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• refactor: PrecisionRecallController improve partial refit (#818)

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  allglc

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• Merge pull request #821 from scikit-learn-contrib/feat/get_latest_python_version_ci

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  LacombeLouis

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Commits on Dec 3, 2025

• fix: update CI workflow to use matrix for Python version setup

  LacombeLouis

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  71fd055

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• chore: remove get-latest-python job and simplify Python version setup in CI workflow

  LacombeLouis

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  27cb2b8

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• docs: improve LLM as a judge example (#814)

  allglc

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Commits on Dec 1, 2025

• feat: add a new binary classification risk called 'positive_fraction'. (#810)

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  hmaissoro

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  allglc

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• wrap text in doc and improve LLM judge example (#812)

  allglc

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  9666a6d

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• chore: remove check_is_fitted scikit-learn dependence (#805)

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  hmaissoro

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Commits on Nov 27, 2025

• docs: add LLM usage disclosure to the pull request template (#809)

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  hmaissoro

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  allglc

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• docs: update the docstring for the conformity score methods to align with the typing. (#808)

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  hmaissoro

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• doc: update thumbnails in doc examples (#806)

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  allglc

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Commits on Nov 25, 2025

• chore: replace Github ubuntu-latest runner by p16-mapie runner (#796)

  hmaissoro

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Commits on Nov 24, 2025

• docs: add LLM-as-a-Judge example (#804)

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  allglc

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  8fd2641

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