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29 Open 228 Closed
29 Open 228 Closed
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Issues list

Additional Metrics for uncertainty evaluation Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Other or internal If no other grey tag is relevant or if issue from the MAPIE team
#551 opened Dec 5, 2024 by gmartinonQM
In the regression setting, cv=LeaveOneGroupOut() and cv=LeavePGroupsOut() are not working Backlog This is in the MAPIE team development backlog, yet to be prioritised. Good first issue Easy issue to start to contribute to MAPIE Other or internal If no other grey tag is relevant or if issue from the MAPIE team
#542 opened Nov 21, 2024 by Valentin-Laurent
MondrianCP can't handle Pandas dataframe Backlog This is in the MAPIE team development backlog, yet to be prioritised. Enhancement Type: enhancement (new feature or request) Regression Related to regression (excluding time series) Source: contributors Proposed by contributors.
#526 opened Oct 30, 2024 by lennartvandeguchte
3
Installing MAPIE 0.9 in dev mode throws a pip deprecation warning Backlog This is in the MAPIE team development backlog, yet to be prioritised. Bug Type: bug Other or internal If no other grey tag is relevant or if issue from the MAPIE team
#512 opened Sep 6, 2024 by Valentin-Laurent
Sklearn wrapping for pytorch forecasting model example? Backlog This is in the MAPIE team development backlog, yet to be prioritised. Documentation Type: documentation TS regression Related to time series regression
#501 opened Jul 31, 2024 by AugustComte
@jawadhussein462
2
Adaptation of Conditional CP method to classification Classification Related to classification Enhancement Type: enhancement (new feature or request) Source: developers Proposed by developers. Work in progress The MAPIE team is working on this.
#499 opened Jul 30, 2024 by Damien-Bouet
@Damien-Bouet
Error when computing multiple prediction intervals in Time Series Tutorial Bug Type: bug TS regression Related to time series regression Work in progress The MAPIE team is working on this.
#484 opened Jul 9, 2024 by PolZT
@Valentin-Laurent
1
Share the quantile function between regression and classification Discussion in progress Discussion ongoing between the Mapie team and the author. Enhancement Type: enhancement (new feature or request) Good first issue Easy issue to start to contribute to MAPIE Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers.
#479 opened Jul 5, 2024 by thibaultcordier
Add scientific references for regression conformity score Backlog This is in the MAPIE team development backlog, yet to be prioritised. Documentation Type: documentation Good first issue Easy issue to start to contribute to MAPIE Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers.
#478 opened Jul 5, 2024 by thibaultcordier
Design - Improve MAPIE and mlFlow interaction Enhancement Type: enhancement (new feature or request) MAPIE v1 Indicate that the issue will be resolved with the release of MAPIE v1 Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: contributors Proposed by contributors.
#454 opened May 28, 2024 by simon-hirsch
3
Conformal Prediction With Conditional Guarantees Enhancement Type: enhancement (new feature or request) Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers. Work in progress The MAPIE team is working on this.
#449 opened May 24, 2024 by Damien-Bouet 0.9.0
1
A measure of uncertainty for multioutput regression Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Regression Related to regression (excluding time series) Source: contributors Proposed by contributors.
#437 opened May 1, 2024 by AndreaPi
2
Does MAPIE Regressor support categorical variables? Bug Type: bug Regression Related to regression (excluding time series) Source: contributors Proposed by contributors. Work in progress The MAPIE team is working on this.
#406 opened Jan 25, 2024 by valeman
1
4
Missing random state in Quantile Regression Backlog This is in the MAPIE team development backlog, yet to be prioritised. Bug Type: bug Good first issue Easy issue to start to contribute to MAPIE Regression Related to regression (excluding time series) Source: developers Proposed by developers.
#405 opened Jan 25, 2024 by gmartinonQM
1
@LacombeLouis @thibaultcordier
1
Support for LGBM Booster models Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: contributors Proposed by contributors.
#403 opened Jan 19, 2024 by caeduft
1
Design - comparison MapieTimeSeriesRegressor and sktime APIs Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers.
#379 opened Nov 15, 2023 by fkiraly
@vincentblot28 @candicemyt
@LacombeLouis @thibaultcordier
Accept directly EnsembleEstimator as model for MapieRegressor Backlog This is in the MAPIE team development backlog, yet to be prioritised. Enhancement Type: enhancement (new feature or request) Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers.
#371 opened Nov 9, 2023 by vincentblot28
Sequential Predictive Conformal Inference (SCPI) for Time Series Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Source: contributors Proposed by contributors. TS regression Related to time series regression
#370 opened Nov 8, 2023 by Kevin-Chen0
1
4
Adaptative / Conditional Conformal Prediction Enhancement Type: enhancement (new feature or request) Regression Related to regression (excluding time series) Source: developers Proposed by developers. Work in progress The MAPIE team is working on this.
#300 opened Apr 20, 2023 by thibaultcordier
@thibaultcordier
3
Metrics limited to a single Expected Calibration Error (ECE) formula Discussion in progress Discussion ongoing between the Mapie team and the author. Documentation Type: documentation Enhancement Type: enhancement (new feature or request) Good first issue Easy issue to start to contribute to MAPIE Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers.
#277 opened Mar 2, 2023 by thibaultcordier
[Documentation] No examples for RAPS Discussion in progress Discussion ongoing between the Mapie team and the author. Documentation Type: documentation Risk control Related to risk control Source: developers Proposed by developers.
#268 opened Jan 30, 2023 by vtaquet
@vincentblot28
1
Fair MapieQuantileRegressor Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Regression Related to regression (excluding time series) Source: developers Proposed by developers.
#234 opened Nov 23, 2022 by gmartinonQM
2
Add CatBoostRegressor to MapieQuantileRegressor class Enhancement Type: enhancement (new feature or request) Good first issue Easy issue to start to contribute to MAPIE Needs decision The MAPIE team is deciding what to do next. Regression Related to regression (excluding time series) Source: contributors Proposed by contributors.
#217 opened Aug 19, 2022 by fjpa121197 0.9.0
@BaptisteCalot
2
[ENHANCEMENT] Introduce the "Worst-Slab Coverage" as a metric of conditional coverage Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Other or internal If no other grey tag is relevant or if issue from the MAPIE team Source: developers Proposed by developers.
#201 opened Jul 11, 2022 by vtaquet
@vincentblot28
[ENHANCEMENT] Cross-CQR Enhancement Type: enhancement (new feature or request) Needs decision The MAPIE team is deciding what to do next. Source: developers Proposed by developers.
#200 opened Jul 11, 2022 by vtaquet
1
@LacombeLouis @thibaultcordier
ProTip! Adding no:label will show everything without a label.