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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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Support for non-BaseCrossValidator CV methods
#518
nanophyto
opened
1 week ago
1
chore: bump wheel version to avoid known vulnerabilities
#517
Valentin-Laurent
closed
2 weeks ago
0
Fix the set-up with pip for new contributors
#516
Valentin-Laurent
closed
3 weeks ago
0
Update gitignore by including the documentation folder generated for Mondrian
#515
Valentin-Laurent
closed
3 weeks ago
1
511 modulenotfounderror no module named mapieconformity scoresresidual conformity scores
#514
vincentblot28
closed
3 weeks ago
1
Add PerpetualBooster
#513
deadsoul44
closed
3 weeks ago
1
Installing MAPIE 0.9 in dev mode throws a pip deprecation warning
#512
Valentin-Laurent
opened
3 weeks ago
0
ModuleNotFoundError: No module named 'mapie.conformity_scores.residual_conformity_scores'
#511
gaspardc-met
closed
3 weeks ago
5
Refactor citation link in README.rst
#509
LacombeLouis
closed
1 month ago
0
Problem when calculating SD
#508
jvalegre
closed
3 weeks ago
2
506 ccp reoptimize inference
#507
Damien-Bouet
opened
1 month ago
1
Conditional CP should re-optimize g at inference time
#506
Damien-Bouet
opened
1 month ago
0
Conformalized Quantile Regression for Energy Load Forecasting with Recalibration on New Data in Production
#505
MaxPolak97
opened
1 month ago
0
493 add mondrian cp
#504
vincentblot28
closed
1 month ago
1
404 citations file in readthedocs
#503
notuntoward
closed
1 month ago
0
Add : **predict_params in fit and predict method for Mapie Classifier
#502
BaptisteCalot
closed
1 month ago
0
Sklearn wrapping for pytorch forecasting model example?
#501
AugustComte
opened
2 months ago
1
Adaptation of Conditional CP method to classification
#500
Damien-Bouet
opened
2 months ago
0
Adaptation of Conditional CP method to classification
#499
Damien-Bouet
opened
2 months ago
0
Import in the ts-changepoint notebook related to conformity scores is incorrect
#498
BaptisteCalot
closed
2 months ago
1
Import in the ts-changepoint notebook related to conformity scores is incorrect
#497
BaptisteCalot
closed
2 months ago
0
BibTeX citation format
#496
gmartinonQM
closed
1 month ago
0
EnbPI Prediction Intervals not centered correctly
#495
jawharmohammed
opened
2 months ago
0
Error in Quick Start guide
#494
Valentin-Laurent
opened
2 months ago
0
Add mondrian CP
#493
vincentblot28
closed
1 month ago
0
Add **predict_params into regression files
#492
BaptisteCalot
closed
2 months ago
0
Add predict params into classification files
#491
BaptisteCalot
closed
1 month ago
0
Use the existing tutorial on ts changepoint to align the notebook
#490
BaptisteCalot
closed
2 months ago
0
Use the existing tutorial on ts-changepoint to align the notebook
#489
BaptisteCalot
closed
2 months ago
1
Notebook TS-Changepoint : Handling infinite arrays when alpha is too small
#488
BaptisteCalot
closed
3 weeks ago
0
Update ts-changepoint-notebook
#487
BaptisteCalot
closed
2 months ago
1
Update Github links that point to files in Mapie files
#486
BaptisteCalot
closed
2 months ago
0
473 replace assert nparray equal by nptestingassert array equal in all mapie unit tests
#485
BaptisteCalot
closed
2 months ago
1
Error when computing multiple prediction intervals in Time Series Tutorial
#484
PolZT
opened
2 months ago
0
Temperature scaling before conformal prediction leads to unnecessary increase in the width of the prediction sets
#483
valeman
closed
3 weeks ago
1
chore: Refactor train-test split in plot_cqr_tutorial.py
#482
LacombeLouis
closed
1 month ago
0
chore: Update MathJax path for Sphinx documentation
#481
LacombeLouis
opened
3 months ago
0
Mathematical functions don't show up properly in documentation
#480
LacombeLouis
opened
3 months ago
0
Share the quantile function between regression and classification
#479
thibaultcordier
opened
3 months ago
0
Add scientific references for regression conformity score
#478
thibaultcordier
opened
3 months ago
0
MapieRegressor with prefit optimized model that used training and calibration data
#477
ramy90
closed
1 month ago
4
ENH: externalize MapieClassifier methods into several non-conformity scores
#476
thibaultcordier
closed
2 months ago
2
Issue in flow of ts-changepoint notebook
#475
LacombeLouis
closed
2 months ago
0
EnbPI in MAPIE
#474
valeman
closed
3 months ago
2
Replace assert np.array_equal by np.testing.assert_array_equal in all Mapie unit tests
#473
BaptisteCalot
closed
2 months ago
0
Update Github links that point to files in all Mapie files
#472
BaptisteCalot
closed
2 months ago
1
Add : **predict_params in fit and predict method for Mapie Regression
#471
BaptisteCalot
closed
2 months ago
2
Change the sign in the equation of C_k in the Kolmogorov-Smirnov statistical test documentation
#470
BaptisteCalot
closed
3 months ago
0
Add issue/pr metrics
#469
thibaultcordier
closed
3 months ago
0
Unit tests for different subsamples
#468
BaptisteCalot
closed
3 months ago
1
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