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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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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
Add random state to `MapieQuantileRegressor` constructor
#424
tiagoleonmelo
opened
3 months ago
3
Support CatBoost Models with RMSEwithUncertainty loss
#423
inti4digbi
closed
3 months ago
2
FIX: update history file
#422
LacombeLouis
closed
4 months ago
1
Clean up the history file before release
#421
LacombeLouis
closed
4 months ago
0
Fix import order in Python files
#420
LacombeLouis
closed
4 months ago
1
Update authors' email addresses
#419
LacombeLouis
closed
4 months ago
1
Sort imports in MAPIE code
#418
thibaultcordier
closed
4 months ago
0
416 update from developers
#417
LacombeLouis
closed
4 months ago
0
Update from developers
#416
LacombeLouis
closed
1 month ago
1
Documentation for Winkler Interval Score
#415
LacombeLouis
closed
1 month ago
0
'ConformalMultiQuantile' object has no attribute 'calibration_adjustments'
#414
akshat-suwalka-dream11
closed
4 months ago
1
Expected 2D array, got 1D array instead. GradientBostingRegressor
#413
Karoloso
closed
4 months ago
1
410 mapiequantileregressor predict method causing memoryerror
#412
LacombeLouis
closed
4 months ago
1
Gradient Boosting Regressor Model
#411
Karoloso
closed
4 months ago
2
MapieQuantileRegressor - predict method causing MemoryError
#410
gabrieltardochi
closed
4 months ago
4
MapieQuantileRegressor with RandomForestQuantileRegressor from sklearn_quantile
#409
alessiasarica
closed
5 months ago
2
Added regression_MWI_score function
#408
Carl-McBride-Ellis
closed
4 months ago
2
Add the Winkler Interval score
#407
LacombeLouis
closed
4 months ago
0
Does MAPIE Regressor support categorical variables?
#406
valeman
opened
5 months ago
4
Missing random state in Quantile Regression
#405
gmartinonQM
opened
5 months ago
1
Fix: corrected spelling throughout doc #402
#404
isaiahthedev
closed
5 months ago
1
Support for LGBM Booster models
#403
caeduft
opened
5 months ago
1
Fix typos througout documentation
#402
isaiahthedev
closed
5 months ago
0
Fix: corrected some spelling errors
#401
isaiahthedev
closed
5 months ago
2
Create citations using GitHub
#400
LacombeLouis
closed
1 month ago
0
Update mypy version to 1.7.1
#399
LacombeLouis
closed
5 months ago
1
mypy version in the environment file
#398
LacombeLouis
closed
5 months ago
0
About the name MapieRegressor and others
#397
gmartinonQM
opened
5 months ago
2
FIX: Remove pandas in package import
#396
thibaultcordier
closed
5 months ago
0
ModuleNotFoundError importing MapieTimeSeriesRegressor
#395
thibaultcordier
closed
5 months ago
0
Citation /bib file
#394
Ciaran1981
closed
6 months ago
3
Allow `MapieRegressor` to use K-fold iterator variants with stratification and groups.
#393
pidefrem
closed
4 months ago
5
Small typo in jackknife description (closed->close)
#392
pidefrem
closed
5 months ago
1
Add fit parameters passing
#391
sami-ka
closed
5 months ago
4
Allow infinite prediction intervals to be produced in regressor classes
#390
thibaultcordier
closed
6 months ago
0
Define a dedicated symmetry value in the regressor classes
#389
thibaultcordier
closed
6 months ago
0
alpha values for model vs MapieQuantileRegressor
#388
Ciaran1981
closed
6 months ago
2
Allow `MapieRegressor` to use the optimal estimation strategy for the bounds of the prediction intervals
#387
thibaultcordier
closed
6 months ago
3
Allow `MapieRegressor` to use any split strategy
#386
thibaultcordier
closed
6 months ago
2
Allow `MapieRegressor` to use any split strategy
#385
thibaultcordier
closed
6 months ago
0
Allow `MapieRegressor` to use the optimal estimation strategy for the bounds of the prediction intervals
#384
thibaultcordier
closed
6 months ago
0
Allow `MapieTimeSeriesRegressor` to use any `ConformityScore`
#383
thibaultcordier
closed
6 months ago
1
Allow `MapieTimeSeriesRegressor` to use any `ConformityScore`
#382
thibaultcordier
closed
6 months ago
0
[DOC] updated reference for Residual Normalised Score
#380
mehdi-elion
closed
7 months ago
8
Design - comparison `MapieTimeSeriesRegressor` and `sktime` APIs
#379
fkiraly
opened
7 months ago
0
Documentation interrupted due to an invalid SSL certificate
#378
thibaultcordier
closed
1 month ago
0
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