scikit-learn-contrib MAPIE issues

scikit-learn-contrib / 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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issues

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Add **predict_params into regression files

#492 BaptisteCalot closed 3 months ago
0
Add predict params into classification files

#491 BaptisteCalot closed 2 months ago
0
Use the existing tutorial on ts changepoint to align the notebook

#490 BaptisteCalot closed 3 months ago
0
Use the existing tutorial on ts-changepoint to align the notebook

#489 BaptisteCalot closed 3 months ago
1
Notebook TS-Changepoint : Handling infinite arrays when alpha is too small

#488 BaptisteCalot closed 2 months ago
0
Update ts-changepoint-notebook

#487 BaptisteCalot closed 3 months ago
1
Update Github links that point to files in Mapie files

#486 BaptisteCalot closed 4 months ago
0
473 replace assert nparray equal by nptestingassert array equal in all mapie unit tests

#485 BaptisteCalot closed 4 months ago
1
Error when computing multiple prediction intervals in Time Series Tutorial

#484 PolZT opened 4 months ago
0
Temperature scaling before conformal prediction leads to unnecessary increase in the width of the prediction sets

#483 valeman closed 2 months ago
1
chore: Refactor train-test split in plot_cqr_tutorial.py

#482 LacombeLouis closed 2 months ago
0
chore: Update MathJax path for Sphinx documentation

#481 LacombeLouis closed 2 weeks ago
0
Mathematical functions don't show up properly in generated notebooks in documentation

#480 LacombeLouis opened 4 months ago
2
Share the quantile function between regression and classification

#479 thibaultcordier opened 4 months ago
0
Add scientific references for regression conformity score

#478 thibaultcordier opened 4 months ago
0
MapieRegressor with prefit optimized model that used training and calibration data

#477 ramy90 closed 2 months ago
4
ENH: externalize MapieClassifier methods into several non-conformity scores

#476 thibaultcordier closed 4 months ago
2
Issue in flow of ts-changepoint notebook

#475 LacombeLouis closed 3 months ago
0
EnbPI in MAPIE

#474 valeman closed 4 months ago
2
Replace assert np.array_equal by np.testing.assert_array_equal in all Mapie unit tests

#473 BaptisteCalot closed 4 months ago
0
Update Github links that point to files in all Mapie files

#472 BaptisteCalot closed 4 months ago
1
Add : **predict_params in fit and predict method for Mapie Regression

#471 BaptisteCalot closed 3 months ago
2
Change the sign in the equation of C_k in the Kolmogorov-Smirnov statistical test documentation

#470 BaptisteCalot closed 5 months ago
0
Add issue/pr metrics

#469 thibaultcordier closed 5 months ago
0
Unit tests for different subsamples

#468 BaptisteCalot closed 4 months ago
1
Extending the NCS class to the classification task

#467 thibaultcordier closed 4 months ago
0
Updating sphinx version

#466 LacombeLouis closed 5 months ago
1
Documentation build failure

#465 LacombeLouis closed 5 months ago
0
238 giving a fraction of samples instead of a number of samples in the subsample class

#464 BaptisteCalot closed 5 months ago
0
FIX bug #462: Decoupling infinite interval production and quantile calculation

#463 thibaultcordier closed 5 months ago
0
Coverage validity not verified in MapieRegressor when producing infinite intervals

#462 thibaultcordier closed 5 months ago
0
Switch from the bostom dataset to the toy dataset

#461 thibaultcordier closed 5 months ago
0
Documentation interrupted due to inaccessibility of the bostom dataset

#460 thibaultcordier closed 5 months ago
0
Solve conflict between ACI and base methods in MapieTimeSeriesRegressor

#457 BaptisteCalot closed 5 months ago
3
MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results

#456 qzheng60 closed 2 months ago
1
Conformal prediction with conditional guarantees

#455 Damien-Bouet opened 5 months ago
0
Design - Improve MAPIE and mlFlow interaction

#454 simon-hirsch opened 5 months ago
3
FIX bug #452: Quantile Correction

#453 thibaultcordier closed 5 months ago
0
Coverage validity not verified in MapieRegressor when the number of calibration data is very small

#452 thibaultcordier closed 5 months ago
1
This video suggests there might be a bug in implementation due to coverage dropping for ICP

#451 valeman closed 6 months ago
1
Lower bounds > Upper Bounds for Conformalized Quantile Regression

#450 francescomandruvs closed 5 months ago
2
Conformal Prediction With Conditional Guarantees

#449 Damien-Bouet opened 6 months ago
0
MapieQuantileRegressor with prefit model from Keras/Tensorflow

#448 dani-vu closed 2 days ago
9
MapieRegressor sets method to 'base' from ACI

#447 dweprinz closed 5 months ago
2
chore: Update urllib to requests for downloading data

#446 LacombeLouis closed 6 months ago
0
Building of Ensemble Classifier from MapieClassifier

#445 BaptisteCalot closed 4 months ago
0
415 documentation for winkler interval score

#444 LacombeLouis closed 5 months ago
1
249 clarification of the symmetry argument in cqr and more general documentation about cqr

#443 LacombeLouis closed 5 months ago
0
400 create citations using GitHub

#442 LacombeLouis closed 6 months ago
1
Fix KeyError by Correcting Key Name in Dataset Loading Process

#441 mohliyet opened 6 months ago
1

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