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Simplify sample_weights handling (internal refactoring)

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

Contributors welcome 👋🏻Especially relevant issue/PR for contributors to work on.Especially relevant issue/PR for contributors to work on.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Status: Open.

#753 In scikit-learn-contrib/MAPIE;

· Valentin-Laurent opened on Sep 1, 2025

Possible regression between 0.9.1 and 0.9.2 (time series)

Contributors welcome 👋🏻Especially relevant issue/PR for contributors to work on.Especially relevant issue/PR for contributors to work on.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Unprioritized backlogGood ideas yet to be prioritized.Good ideas yet to be prioritized.

Status: Open.

#752 In scikit-learn-contrib/MAPIE;

· Valentin-Laurent opened on Sep 1, 2025

June 2026 - Remove migration guide from documentation and v1 announcement in README

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Status: Open.

#750 In scikit-learn-contrib/MAPIE;

· Valentin-Laurent opened on Sep 1, 2025

Sklearn wrapping for pytorch forecasting model example?

Discussion in progressDiscussion ongoing between the Mapie team and the author.Discussion ongoing between the Mapie team and the author.

TS regressionRelated to time series regressionRelated to time series regression

Status: Open.

#744 In scikit-learn-contrib/MAPIE;

· yulongPan opened on Aug 21, 2025

ValueError on Multiple Calls to fit_conformalize in CrossConformalRegressor

RegressionRelated to regression (excluding time series)Related to regression (excluding time series)

Unprioritized backlogGood ideas yet to be prioritized.Good ideas yet to be prioritized.

Status: Open.

#710 In scikit-learn-contrib/MAPIE;

· CyrilJl opened on Jun 5, 2025

predict_params is not passed everywhere in MapieClassifier in some settings

Contributors welcome 👋🏻Especially relevant issue/PR for contributors to work on.Especially relevant issue/PR for contributors to work on.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Unprioritized backlogGood ideas yet to be prioritized.Good ideas yet to be prioritized.

Status: Open.

#614 In scikit-learn-contrib/MAPIE;

· Valentin-Laurent opened on Feb 20, 2025

Parameter optimize_beta is not working

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

Contributors welcome 👋🏻Especially relevant issue/PR for contributors to work on.Especially relevant issue/PR for contributors to work on.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Status: Open.

#588 In scikit-learn-contrib/MAPIE;

· Valentin-Laurent opened on Jan 7, 2025

Additional Metrics for uncertainty evaluation

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Status: Open.

#551 In scikit-learn-contrib/MAPIE;

· gmartinonQM opened on Dec 5, 2024

MondrianCP can't handle Pandas dataframe

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

RegressionRelated to regression (excluding time series)Related to regression (excluding time series)

Status: Open.

#526 In scikit-learn-contrib/MAPIE;

· lennartvandeguchte opened on Oct 30, 2024

Sklearn wrapping for pytorch forecasting model example?

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

TS regressionRelated to time series regressionRelated to time series regression

Status: Open.

#501 In scikit-learn-contrib/MAPIE;

· AugustComte opened on Jul 31, 2024

Adaptation of Conditional CP method to classification

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

ClassificationRelated to classificationRelated to classification

Status: Open.

#499 In scikit-learn-contrib/MAPIE;

· Damien-Bouet opened on Jul 30, 2024

Share the quantile function between regression and classification

BacklogThis has a good chance to be implemented at some point.This has a good chance to be implemented at some point.

Contributors welcome 👋🏻Especially relevant issue/PR for contributors to work on.Especially relevant issue/PR for contributors to work on.

Other or internalIf no other grey tag is relevant or if issue from the MAPIE teamIf no other grey tag is relevant or if issue from the MAPIE team

Status: Open.

#479 In scikit-learn-contrib/MAPIE;

· thibaultcordier opened on Jul 5, 2024