scikit-learn-contrib/MAPIE issues and pull requests

#517 - chore: bump wheel version to avoid known vulnerabilities

Pull Request - State: closed - Opened by Valentin-Laurent 12 days ago

#516 - Fix the set-up with pip for new contributors

Pull Request - State: closed - Opened by Valentin-Laurent 19 days ago

#515 - Update gitignore by including the documentation folder generated for Mondrian

Pull Request - State: closed - Opened by Valentin-Laurent 19 days ago - 1 comment

#514 - 511 modulenotfounderror no module named mapieconformity scoresresidual conformity scores

Pull Request - State: closed - Opened by vincentblot28 19 days ago - 1 comment

#513 - Add PerpetualBooster

Issue - State: closed - Opened by deadsoul44 22 days ago - 1 comment
Labels: enhancement, contributors

#512 - Installing MAPIE 0.9 in dev mode throws a pip deprecation warning

Issue - State: open - Opened by Valentin-Laurent 23 days ago
Labels: bug

#511 - ModuleNotFoundError: No module named 'mapie.conformity_scores.residual_conformity_scores'

Issue - State: closed - Opened by gaspardc-met 24 days ago - 4 comments
Labels: bug

#509 - Refactor citation link in README.rst

Pull Request - State: closed - Opened by LacombeLouis 26 days ago

#508 - Problem when calculating SD

Issue - State: closed - Opened by jvalegre about 2 months ago - 2 comments
Labels: question, contributors

#507 - 506 ccp reoptimize inference

Pull Request - State: open - Opened by Damien-Bouet about 2 months ago - 1 comment

#506 - Conditional CP should re-optimize g at inference time

Issue - State: open - Opened by Damien-Bouet about 2 months ago
Labels: enhancement, developers

#505 - Conformalized Quantile Regression for Energy Load Forecasting with Recalibration on New Data in Production

Issue - State: open - Opened by MaxPolak97 about 2 months ago
Labels: documentation

#504 - 493 add mondrian cp

Pull Request - State: closed - Opened by vincentblot28 about 2 months ago - 1 comment

#503 - 404 citations file in readthedocs

Issue - State: closed - Opened by notuntoward about 2 months ago
Labels: documentation, good first issue

#502 - Add : **predict_params in fit and predict method for Mapie Classifier

Pull Request - State: closed - Opened by BaptisteCalot 2 months ago

#501 - Sklearn wrapping for pytorch forecasting model example?

Issue - State: open - Opened by AugustComte 2 months ago - 1 comment
Labels: documentation

#500 - Adaptation of Conditional CP method to classification

Pull Request - State: open - Opened by Damien-Bouet 2 months ago

#499 - Adaptation of Conditional CP method to classification

Issue - State: open - Opened by Damien-Bouet 2 months ago
Labels: enhancement, developers

#498 - Import in the ts-changepoint notebook related to conformity scores is incorrect

Pull Request - State: closed - Opened by BaptisteCalot 2 months ago - 1 comment

#497 - Import in the ts-changepoint notebook related to conformity scores is incorrect

Issue - State: closed - Opened by BaptisteCalot 2 months ago
Labels: bug

#496 - BibTeX citation format

Issue - State: closed - Opened by gmartinonQM 2 months ago
Labels: enhancement, good first issue

#495 - EnbPI Prediction Intervals not centered correctly

Issue - State: open - Opened by jawharmohammed 2 months ago
Labels: bug

#494 - Error in Quick Start guide

Issue - State: open - Opened by Valentin-Laurent 2 months ago
Labels: documentation, good first issue

#493 - Add mondrian CP

Issue - State: closed - Opened by vincentblot28 2 months ago
Labels: enhancement

#492 - Add **predict_params into regression files

Issue - State: closed - Opened by BaptisteCalot 2 months ago
Labels: enhancement

#491 - Add predict params into classification files

Issue - State: closed - Opened by BaptisteCalot 2 months ago
Labels: enhancement

#490 - Use the existing tutorial on ts changepoint to align the notebook

Pull Request - State: closed - Opened by BaptisteCalot 2 months ago

#489 - Use the existing tutorial on ts-changepoint to align the notebook

Issue - State: closed - Opened by BaptisteCalot 2 months ago - 1 comment
Labels: enhancement

#488 - Notebook TS-Changepoint : Handling infinite arrays when alpha is too small

Issue - State: closed - Opened by BaptisteCalot 2 months ago
Labels: bug

#487 - Update ts-changepoint-notebook

Pull Request - State: closed - Opened by BaptisteCalot 2 months ago - 1 comment

#486 - Update Github links that point to files in Mapie files

Pull Request - State: closed - Opened by BaptisteCalot 3 months ago

#485 - 473 replace assert nparray equal by nptestingassert array equal in all mapie unit tests

Pull Request - State: closed - Opened by BaptisteCalot 3 months ago - 1 comment

#484 - Error when computing multiple prediction intervals in Time Series Tutorial

Issue - State: open - Opened by PolZT 3 months ago
Labels: bug

#483 - Temperature scaling before conformal prediction leads to unnecessary increase in the width of the prediction sets

Issue - State: closed - Opened by valeman 3 months ago - 1 comment
Labels: bug

#482 - chore: Refactor train-test split in plot_cqr_tutorial.py

Pull Request - State: closed - Opened by LacombeLouis 3 months ago

#481 - chore: Update MathJax path for Sphinx documentation

Pull Request - State: open - Opened by LacombeLouis 3 months ago

#480 - Mathematical functions don't show up properly in documentation

Issue - State: open - Opened by LacombeLouis 3 months ago
Labels: documentation, good first issue, developers

#479 - Share the quantile function between regression and classification

Issue - State: open - Opened by thibaultcordier 3 months ago
Labels: enhancement, good first issue, developers

#478 - Add scientific references for regression conformity score

Issue - State: open - Opened by thibaultcordier 3 months ago
Labels: documentation, good first issue, developers

#477 - MapieRegressor with prefit optimized model that used training and calibration data

Issue - State: closed - Opened by ramy90 3 months ago - 4 comments
Labels: documentation, contributors

#476 - ENH: externalize MapieClassifier methods into several non-conformity scores

Pull Request - State: closed - Opened by thibaultcordier 3 months ago - 2 comments
Labels: enhancement, developers

#475 - Issue in flow of ts-changepoint notebook

Issue - State: closed - Opened by LacombeLouis 3 months ago
Labels: documentation, good first issue, contributors

#474 - EnbPI in MAPIE

Issue - State: closed - Opened by valeman 3 months ago - 2 comments
Labels: question, contributors

#473 - Replace assert np.array_equal by np.testing.assert_array_equal in all Mapie unit tests

Issue - State: closed - Opened by BaptisteCalot 3 months ago
Labels: good first issue, developers

#472 - Update Github links that point to files in all Mapie files

Issue - State: closed - Opened by BaptisteCalot 3 months ago - 1 comment
Labels: documentation, good first issue, developers

#471 - Add : **predict_params in fit and predict method for Mapie Regression

Pull Request - State: closed - Opened by BaptisteCalot 3 months ago - 2 comments

#470 - Change the sign in the equation of C_k in the Kolmogorov-Smirnov statistical test documentation

Pull Request - State: closed - Opened by BaptisteCalot 3 months ago

#469 - Add issue/pr metrics

Pull Request - State: closed - Opened by thibaultcordier 3 months ago

#468 - Unit tests for different subsamples

Pull Request - State: closed - Opened by BaptisteCalot 3 months ago - 1 comment

#467 - Extending the NCS class to the classification task

Issue - State: closed - Opened by thibaultcordier 4 months ago
Labels: enhancement, developers

#466 - Updating sphinx version

Pull Request - State: closed - Opened by LacombeLouis 4 months ago - 1 comment

#465 - Documentation build failure

Issue - State: closed - Opened by LacombeLouis 4 months ago
Labels: bug

#464 - 238 giving a fraction of samples instead of a number of samples in the subsample class

Pull Request - State: closed - Opened by BaptisteCalot 4 months ago

#463 - FIX bug #462: Decoupling infinite interval production and quantile calculation

Pull Request - State: closed - Opened by thibaultcordier 4 months ago
Labels: bug, developers

#462 - Coverage validity not verified in MapieRegressor when producing infinite intervals

Issue - State: closed - Opened by thibaultcordier 4 months ago
Labels: bug, developers

#461 - Switch from the bostom dataset to the toy dataset

Pull Request - State: closed - Opened by thibaultcordier 4 months ago
Labels: bug, documentation, developers

#460 - Documentation interrupted due to inaccessibility of the bostom dataset

Issue - State: closed - Opened by thibaultcordier 4 months ago
Labels: documentation, developers

#457 - Solve conflict between ACI and base methods in MapieTimeSeriesRegressor

Pull Request - State: closed - Opened by BaptisteCalot 4 months ago - 3 comments

#456 - MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results

Issue - State: closed - Opened by qzheng60 4 months ago - 1 comment
Labels: bug, contributors

#455 - Conformal prediction with conditional guarantees

Pull Request - State: open - Opened by Damien-Bouet 4 months ago

#454 - Design - Improve MAPIE and mlFlow interaction

Issue - State: open - Opened by simon-hirsch 4 months ago - 1 comment
Labels: enhancement, contributors

#453 - FIX bug #452: Quantile Correction

Pull Request - State: closed - Opened by thibaultcordier 4 months ago
Labels: bug, developers

#452 - Coverage validity not verified in MapieRegressor when the number of calibration data is very small

Issue - State: closed - Opened by thibaultcordier 4 months ago - 1 comment
Labels: bug, developers, contributors

#451 - This video suggests there might be a bug in implementation due to coverage dropping for ICP

Issue - State: closed - Opened by valeman 4 months ago - 1 comment
Labels: bug

#450 - Lower bounds > Upper Bounds for Conformalized Quantile Regression

Issue - State: closed - Opened by francescomandruvs 4 months ago - 2 comments
Labels: bug

#449 - Conformal Prediction With Conditional Guarantees

Issue - State: open - Opened by Damien-Bouet 4 months ago
Labels: enhancement, developers

#448 - MapieQuantileRegressor with prefit model from Keras/Tensorflow

Issue - State: open - Opened by dani-vu 4 months ago - 1 comment
Labels: enhancement, contributors

#447 - MapieRegressor sets method to 'base' from ACI

Issue - State: closed - Opened by dweprinz 4 months ago - 2 comments
Labels: bug, good first issue, contributors