scikit-learn-contrib/MAPIE

Issues

• ModuleNotFoundError: No module named 'mapie.conformity_scores.residual_conformity_scores'

  #511 opened 15 days ago by gaspardc-met
  4

• Problem when calculating SD

  #508 opened 14 days ago by jvalegre
  2

• Add PerpetualBooster

  #513 opened 15 days ago by deadsoul44
  1

• Temperature scaling before conformal prediction leads to unnecessary increase in the width of the prediction sets

  #483 opened 16 days ago by valeman
  1

• MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results

  #456 opened 16 days ago by qzheng60
  1

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

  #488 opened 17 days ago by BaptisteCalot
  0

• Installing MAPIE 0.9 in dev mode throws a pip deprecation warning

  #512 opened 21 days ago by Valentin-Laurent
  0

• Error in Quick Start guide

  #494 opened 2 months ago by Valentin-Laurent
  0

• BibTeX citation format

  #496 opened 24 days ago by gmartinonQM
  0

• 404 citations file in readthedocs

  #503 opened 24 days ago by notuntoward
  0

• MapieRegressor with prefit optimized model that used training and calibration data

  #477 opened 24 days ago by ramy90
  4

• Add predict params into classification files

  #491 opened 24 days ago by BaptisteCalot
  0

• Add mondrian CP

  #493 opened 24 days ago by vincentblot28
  0

• Sklearn wrapping for pytorch forecasting model example?

  #501 opened 2 months ago by AugustComte
  1

• Conditional CP should re-optimize g at inference time

  #506 opened 2 months ago by Damien-Bouet
  0

• Conformalized Quantile Regression for Energy Load Forecasting with Recalibration on New Data in Production

  #505 opened 2 months ago by MaxPolak97
  0

• Add **predict_params into regression files

  #492 opened 2 months ago by BaptisteCalot
  0

• Use the existing tutorial on ts-changepoint to align the notebook

  #489 opened 2 months ago by BaptisteCalot
  1

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

  #497 opened 2 months ago by BaptisteCalot
  0

• Adaptation of Conditional CP method to classification

  #499 opened 2 months ago by Damien-Bouet
  0

• Issue in flow of ts-changepoint notebook

  #475 opened 2 months ago by LacombeLouis
  0

• EnbPI Prediction Intervals not centered correctly

  #495 opened 2 months ago by jawharmohammed
  0

• Replace assert np.array_equal by np.testing.assert_array_equal in all Mapie unit tests

  #473 opened 2 months ago by BaptisteCalot
  0

• Update Github links that point to files in all Mapie files

  #472 opened 2 months ago by BaptisteCalot
  1

• Error when computing multiple prediction intervals in Time Series Tutorial

  #484 opened 3 months ago by PolZT
  0

• Extending the NCS class to the classification task

  #467 opened 2 months ago by thibaultcordier
  0

• Mathematical functions don't show up properly in documentation

  #480 opened 3 months ago by LacombeLouis
  0

• Share the quantile function between regression and classification

  #479 opened 3 months ago by thibaultcordier
  0

• Add scientific references for regression conformity score

  #478 opened 3 months ago by thibaultcordier
  0

• EnbPI in MAPIE

  #474 opened 3 months ago by valeman
  2

• ENH : Build an Ensemble classifier based on regression refactoring

  #430 opened 3 months ago by BaptisteCalot
  0

• Coverage validity not verified in MapieRegressor when producing infinite intervals

  #462 opened 3 months ago by thibaultcordier
  0

• Documentation build failure

  #465 opened 3 months ago by LacombeLouis
  0

• Coverage validity not verified in MapieRegressor when the number of calibration data is very small

  #452 opened 4 months ago by thibaultcordier
  1

• MapieRegressor sets method to 'base' from ACI

  #447 opened 4 months ago by dweprinz
  2

• Documentation interrupted due to inaccessibility of the bostom dataset

  #460 opened 4 months ago by thibaultcordier
  0

• Lower bounds > Upper Bounds for Conformalized Quantile Regression

  #450 opened 4 months ago by francescomandruvs
  2

• MapieQuantileRegressor with prefit model from Keras/Tensorflow

  #448 opened 4 months ago by dani-vu
  1

• Design - Improve MAPIE and mlFlow interaction

  #454 opened 4 months ago by simon-hirsch
  1

• A measure of uncertainty for multioutput regression

  #437 opened 5 months ago by AndreaPi
  2

• Conformal Prediction With Conditional Guarantees

  #449 opened 4 months ago by Damien-Bouet
  0

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

  #451 opened 4 months ago by valeman
  1

• Move some methods of MapieClassifier to a utils file

  #426 opened 4 months ago by vincentblot28
  0

• Readme page broken

  #425 opened 4 months ago by JulienRoussel77
  0

• Issue with version 1.4.2 of scikit-learn

  #432 opened 4 months ago by LacombeLouis
  0

• Specifying conda version

  #439 opened 4 months ago by LacombeLouis
  0

• Something is wrong with unitary test and mac os

  #428 opened 5 months ago by BaptisteCalot
  0

• Does MAPIE support multi-step regression? I am using a Tensorflow Model with KerasRegressor

  #431 opened 5 months ago by dani-vu
  2

• Support CatBoost Models with RMSEwithUncertainty loss

  #423 opened 6 months ago by inti4digbi
  2

• Clean up the history file before release

  #421 opened 7 months ago by LacombeLouis
  0