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MAPIE
A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
https://mapie.readthedocs.io/en/latest/
BSD 3-Clause "New" or "Revised" License
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TEST: add integration tests for CrossConformalRegressor, finish related docstring for param cv
#544
Valentin-Laurent
opened
1 hour ago
0
DOC: add groups in .conformalize for CrossConformalRegression, improve docstrings
#543
Valentin-Laurent
closed
23 hours ago
0
In the regression setting, cv=LeaveOneGroupOut() and cv=LeavePGroupsOut() are not working
#542
Valentin-Laurent
opened
1 day ago
0
Doc fix warnings 2
#541
Valentin-Laurent
opened
1 day ago
0
DOC: reorganize documentation, add migration_guide in doc in .rst format, make left navigation bar more usable
#540
Valentin-Laurent
closed
1 day ago
0
DOC - Fix most documentation build warnings
#539
Valentin-Laurent
closed
2 days ago
0
DOC: Create MAPIE V1 documentation struture
#538
jawadhussein462
opened
4 days ago
1
Complete SplitConformalRegressor
#537
jawadhussein462
closed
4 days ago
0
Diverse improvements (see description below)
#535
Valentin-Laurent
closed
1 week ago
0
Add MAPIE v1 Regression Integration tests
#534
jawadhussein462
closed
1 week ago
1
Fix linting issue MAPIE V1
#533
jawadhussein462
closed
2 weeks ago
0
Reorganized files, cleaned stuff, added 1 integration test
#532
Valentin-Laurent
closed
2 weeks ago
0
docstring regression API
#531
jawadhussein462
closed
2 weeks ago
0
Fix #525 Minor syntax issues in contribution guidelines
#530
jawadhussein462
closed
2 weeks ago
1
Add migration guide
#529
jawadhussein462
closed
2 weeks ago
0
Broken images in several sections of the documentation
#528
Valentin-Laurent
opened
3 weeks ago
0
Wip public api v1
#527
Valentin-Laurent
closed
3 weeks ago
0
MondrianCP can't handle Pandas dataframe
#526
lennartvandeguchte
opened
3 weeks ago
3
Minor syntax issues in contribution guidelines
#525
MischaDy
closed
2 weeks ago
1
Fixes #495 : Correct EnbPI Prediction Intervals centering
#524
jawharmohammed
closed
4 days ago
4
Test issue, to delete
#523
Valentin-Laurent
closed
1 month ago
0
Updated quickstart guide documentation
#522
Leo-GG
closed
2 weeks ago
0
feat: split .predict method in .predict and .predict_set, add "QUESTI…
#521
Valentin-Laurent
closed
1 month ago
0
feat: add fully detailed SplitConformalRegressor, CrossConformalRegre…
#520
Valentin-Laurent
closed
1 month ago
0
feat: fully detailed NaiveConformalRegressor class
#519
Valentin-Laurent
closed
1 month ago
0
Support for non-BaseCrossValidator CV methods
#518
nanophyto
closed
2 weeks ago
2
chore: bump wheel version to avoid known vulnerabilities
#517
Valentin-Laurent
closed
2 months ago
0
Fix the set-up with pip for new contributors
#516
Valentin-Laurent
closed
2 months ago
0
Update gitignore by including the documentation folder generated for Mondrian
#515
Valentin-Laurent
closed
2 months ago
1
511 modulenotfounderror no module named mapieconformity scoresresidual conformity scores
#514
vincentblot28
closed
2 months ago
1
Add PerpetualBooster
#513
deadsoul44
closed
2 months ago
1
Installing MAPIE 0.9 in dev mode throws a pip deprecation warning
#512
Valentin-Laurent
opened
2 months ago
0
ModuleNotFoundError: No module named 'mapie.conformity_scores.residual_conformity_scores'
#511
gaspardc-met
closed
2 months ago
5
Refactor citation link in README.rst
#509
LacombeLouis
closed
2 months ago
0
Problem when calculating SD
#508
jvalegre
closed
2 months ago
2
506 ccp reoptimize inference
#507
Damien-Bouet
closed
1 month ago
1
Conditional CP should re-optimize g at inference time
#506
Damien-Bouet
closed
2 weeks ago
0
Conformalized Quantile Regression for Energy Load Forecasting with Recalibration on New Data in Production
#505
MaxPolak97
closed
2 weeks ago
2
493 add mondrian cp
#504
vincentblot28
closed
2 months ago
1
404 citations file in readthedocs
#503
notuntoward
closed
2 months ago
0
Add : **predict_params in fit and predict method for Mapie Classifier
#502
BaptisteCalot
closed
2 months ago
0
Sklearn wrapping for pytorch forecasting model example?
#501
AugustComte
opened
3 months ago
2
Adaptation of Conditional CP method to classification
#500
Damien-Bouet
closed
1 month ago
0
Adaptation of Conditional CP method to classification
#499
Damien-Bouet
opened
3 months ago
0
Import in the ts-changepoint notebook related to conformity scores is incorrect
#498
BaptisteCalot
closed
3 months ago
1
Import in the ts-changepoint notebook related to conformity scores is incorrect
#497
BaptisteCalot
closed
3 months ago
0
BibTeX citation format
#496
gmartinonQM
closed
2 months ago
0
EnbPI Prediction Intervals not centered correctly
#495
jawharmohammed
closed
4 days ago
1
Error in Quick Start guide
#494
Valentin-Laurent
closed
2 weeks ago
0
Add mondrian CP
#493
vincentblot28
closed
2 months ago
0
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