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MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results
bug
Something isn't working
#456
opened May 30, 2024 by
qzheng60
Design - Improve MAPIE and mlFlow interaction
contributors
Proposed by contributors.
enhancement
New feature or request
#454
opened May 28, 2024 by
simon-hirsch
Coverage validity not verified in MapieRegressor when the number of calibration data is very small
bug
Something isn't working
contributors
Proposed by contributors.
developers
Proposed by developers.
#452
opened May 26, 2024 by
thibaultcordier
Conformal Prediction With Conditional Guarantees
developers
Proposed by developers.
enhancement
New feature or request
MapieQuantileRegressor with prefit model from Keras/Tensorflow
contributors
Proposed by contributors.
enhancement
New feature or request
#448
opened May 24, 2024 by
dani-vu
MapieRegressor sets method to 'base' from ACI
bug
Something isn't working
contributors
Proposed by contributors.
good first issue
Good for newcomers
#447
opened May 21, 2024 by
dweprinz
A measure of uncertainty for multioutput regression
contributors
Proposed by contributors.
enhancement
New feature or request
#437
opened May 1, 2024 by
AndreaPi
ENH : Build an Ensemble classifier based on regression refactoring
developers
Proposed by developers.
enhancement
New feature or request
Does MAPIE Regressor support categorical variables?
bug
Something isn't working
contributors
Proposed by contributors.
#406
opened Jan 25, 2024 by
valeman
Missing random state in Quantile Regression
bug
Something isn't working
developers
Proposed by developers.
good first issue
Good for newcomers
#405
opened Jan 25, 2024 by
gmartinonQM
Support for LGBM Booster models
contributors
Proposed by contributors.
enhancement
New feature or request
#403
opened Jan 19, 2024 by
caeduft
About the name MapieRegressor and others
developers
Proposed by developers.
enhancement
New feature or request
question
Further information is requested
Design - comparison Proposed by developers.
enhancement
New feature or request
question
Further information is requested
MapieTimeSeriesRegressor
and sktime
APIs
developers
#379
opened Nov 15, 2023 by
fkiraly
Inconsistent result in unit test for "aps_randomized_cv_crossval" in classification
bug
Something isn't working
developers
Proposed by developers.
good first issue
Good for newcomers
#377
opened Nov 14, 2023 by
thibaultcordier
UPD: Refactorisation of MapieClassifier
developers
Proposed by developers.
enhancement
New feature or request
Accept directly EnsembleEstimator as model for MapieRegressor
developers
Proposed by developers.
enhancement
New feature or request
#371
opened Nov 9, 2023 by
vincentblot28
Sequential Predictive Conformal Inference (SCPI) for Time Series
contributors
Proposed by contributors.
enhancement
New feature or request
#370
opened Nov 8, 2023 by
Kevin-Chen0
Incoherent sign on mapie.metrics.cumulative_differences
developers
Proposed by developers.
documentation
Improvements or additions to documentation
#369
opened Oct 31, 2023 by
JulienRoussel77
Adaptative / Conditional Conformal Prediction
developers
Proposed by developers.
enhancement
New feature or request
#300
opened Apr 20, 2023 by
thibaultcordier
Unit test for different subsamples
developers
Proposed by developers.
enhancement
New feature or request
good first issue
Good for newcomers
#290
opened Mar 27, 2023 by
gmartinonQM
Metrics limited to a single Expected Calibration Error (ECE) formula
developers
Proposed by developers.
documentation
Improvements or additions to documentation
enhancement
New feature or request
good first issue
Good for newcomers
#277
opened Mar 2, 2023 by
thibaultcordier
[Documentation] No examples for RAPS
developers
Proposed by developers.
documentation
Improvements or additions to documentation
#268
opened Jan 30, 2023 by
vtaquet
Return ensembled predictions even when alpha is None
developers
Proposed by developers.
enhancement
New feature or request
#252
opened Jan 5, 2023 by
gmartinonQM
Giving a fraction of samples instead of a number of samples in the Subsample class
developers
Proposed by developers.
enhancement
New feature or request
good first issue
Good for newcomers
#238
opened Dec 20, 2022 by
gmartinonQM
Fair MapieQuantileRegressor
developers
Proposed by developers.
enhancement
New feature or request
#234
opened Nov 23, 2022 by
gmartinonQM
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