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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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ENH: externalize MapieClassifier methods into several non-conformity scores
#476
thibaultcordier
opened
1 day ago
0
Issue in flow of ts-changepoint notebook
#475
LacombeLouis
opened
1 day ago
0
EnbPI in MAPIE
#474
valeman
closed
20 hours ago
1
Replace assert np.array_equal by np.testing.assert_array_equal in all Mapie unit tests
#473
BaptisteCalot
opened
4 days ago
0
Update Github links that point to files in the PR template
#472
BaptisteCalot
opened
4 days ago
0
Add predict_params into Mapie except classification files
#471
BaptisteCalot
opened
5 days ago
0
Change the sign in the equation of C_k in the Kolmogorov-Smirnov statistical test documentation
#470
BaptisteCalot
closed
1 week ago
0
Add issue/pr metrics
#469
thibaultcordier
closed
1 week ago
0
Unit tests for different subsamples
#468
BaptisteCalot
closed
6 days ago
1
Extending the NCS class to the classification task
#467
thibaultcordier
opened
2 weeks ago
0
Updating sphinx version
#466
LacombeLouis
closed
2 weeks ago
1
Documentation build failure
#465
LacombeLouis
closed
2 weeks ago
0
238 giving a fraction of samples instead of a number of samples in the subsample class
#464
BaptisteCalot
closed
1 week ago
0
FIX bug #462: Decoupling infinite interval production and quantile calculation
#463
thibaultcordier
closed
2 weeks ago
0
Coverage validity not verified in MapieRegressor when producing infinite intervals
#462
thibaultcordier
closed
2 weeks ago
0
Switch from the bostom dataset to the toy dataset
#461
thibaultcordier
closed
3 weeks ago
0
Documentation interrupted due to inaccessibility of the bostom dataset
#460
thibaultcordier
closed
3 weeks ago
0
Solve conflict between ACI and base methods in MapieTimeSeriesRegressor
#457
BaptisteCalot
closed
3 weeks ago
3
MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results
#456
qzheng60
opened
1 month ago
1
Conformal prediction with conditional guarantees
#455
Damien-Bouet
opened
1 month ago
0
Design - Improve MAPIE and mlFlow interaction
#454
simon-hirsch
opened
1 month ago
1
FIX bug #452: Quantile Correction
#453
thibaultcordier
closed
3 weeks ago
0
Coverage validity not verified in MapieRegressor when the number of calibration data is very small
#452
thibaultcordier
closed
3 weeks ago
1
This video suggests there might be a bug in implementation due to coverage dropping for ICP
#451
valeman
closed
1 month ago
1
Lower bounds > Upper Bounds for Conformalized Quantile Regression
#450
francescomandruvs
closed
1 month ago
2
Conformal Prediction With Conditional Guarantees
#449
Damien-Bouet
opened
1 month ago
0
MapieQuantileRegressor with prefit model from Keras/Tensorflow
#448
dani-vu
opened
1 month ago
1
MapieRegressor sets method to 'base' from ACI
#447
dweprinz
closed
3 weeks ago
2
chore: Update urllib to requests for downloading data
#446
LacombeLouis
closed
1 month ago
0
Building of Ensemble Classifier from MapieClassifier
#445
BaptisteCalot
closed
1 day ago
0
415 documentation for winkler interval score
#444
LacombeLouis
closed
1 month ago
1
249 clarification of the symmetry argument in cqr and more general documentation about cqr
#443
LacombeLouis
closed
1 month ago
0
400 create citations using GitHub
#442
LacombeLouis
closed
1 month ago
1
Fix KeyError by Correcting Key Name in Dataset Loading Process
#441
mohliyet
opened
1 month ago
1
chore: update miniconda version to latest stable
#440
LacombeLouis
closed
1 month ago
0
Specifying conda version
#439
LacombeLouis
closed
1 month ago
0
Try new template from scikit-learn
#438
LacombeLouis
opened
2 months ago
0
A measure of uncertainty for multioutput regression
#437
AndreaPi
opened
2 months ago
2
FIX: change emails
#436
LacombeLouis
closed
1 month ago
0
425 readme page broken
#435
LacombeLouis
closed
1 month ago
0
Fix bug # 406 which does not support categorical variables
#434
salmuz
opened
2 months ago
2
FIX: Put lower threshold for difference
#433
LacombeLouis
closed
1 month ago
2
Issue with version 1.4.2 of scikit-learn
#432
LacombeLouis
closed
1 month ago
0
Does MAPIE support multi-step regression? I am using a Tensorflow Model with KerasRegressor
#431
dani-vu
closed
2 months ago
2
ENH : Build an Ensemble classifier based on regression refactoring
#430
BaptisteCalot
closed
1 day ago
0
FIX worklow issue with macos-python3.11
#429
BaptisteCalot
closed
2 months ago
3
Something is wrong with unitary test and mac os
#428
BaptisteCalot
closed
2 months ago
0
ENH: move get_true_label_position to utils in classification
#427
BaptisteCalot
closed
1 month ago
1
Move some methods of MapieClassifier to a utils file
#426
vincentblot28
closed
1 month ago
0
Readme page broken
#425
JulienRoussel77
closed
1 month ago
0
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