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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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Documentation for Winkler Interval Score
#415
LacombeLouis
closed
4 months ago
0
'ConformalMultiQuantile' object has no attribute 'calibration_adjustments'
#414
akshat-suwalka-dream11
closed
7 months ago
1
Expected 2D array, got 1D array instead. GradientBostingRegressor
#413
Karoloso
closed
7 months ago
1
410 mapiequantileregressor predict method causing memoryerror
#412
LacombeLouis
closed
7 months ago
1
Gradient Boosting Regressor Model
#411
Karoloso
closed
7 months ago
2
MapieQuantileRegressor - predict method causing MemoryError
#410
gabrieltardochi
closed
7 months ago
4
MapieQuantileRegressor with RandomForestQuantileRegressor from sklearn_quantile
#409
alessiasarica
closed
8 months ago
2
Added regression_MWI_score function
#408
Carl-McBride-Ellis
closed
7 months ago
2
Add the Winkler Interval score
#407
LacombeLouis
closed
7 months ago
0
Does MAPIE Regressor support categorical variables?
#406
valeman
opened
8 months ago
4
Missing random state in Quantile Regression
#405
gmartinonQM
opened
8 months ago
1
Fix: corrected spelling throughout doc #402
#404
isaiahthedev
closed
8 months ago
1
Support for LGBM Booster models
#403
caeduft
opened
8 months ago
1
Fix typos througout documentation
#402
isaiahthedev
closed
8 months ago
0
Fix: corrected some spelling errors
#401
isaiahthedev
closed
8 months ago
2
Create citations using GitHub
#400
LacombeLouis
closed
4 months ago
0
Update mypy version to 1.7.1
#399
LacombeLouis
closed
8 months ago
1
mypy version in the environment file
#398
LacombeLouis
closed
8 months ago
0
About the name MapieRegressor and others
#397
gmartinonQM
opened
8 months ago
2
FIX: Remove pandas in package import
#396
thibaultcordier
closed
9 months ago
0
ModuleNotFoundError importing MapieTimeSeriesRegressor
#395
thibaultcordier
closed
9 months ago
0
Citation /bib file
#394
Ciaran1981
closed
9 months ago
3
Allow `MapieRegressor` to use K-fold iterator variants with stratification and groups.
#393
pidefrem
closed
7 months ago
5
Small typo in jackknife description (closed->close)
#392
pidefrem
closed
8 months ago
1
Add fit parameters passing
#391
sami-ka
closed
8 months ago
4
Allow infinite prediction intervals to be produced in regressor classes
#390
thibaultcordier
closed
9 months ago
0
Define a dedicated symmetry value in the regressor classes
#389
thibaultcordier
closed
9 months ago
0
alpha values for model vs MapieQuantileRegressor
#388
Ciaran1981
closed
9 months ago
2
Allow `MapieRegressor` to use the optimal estimation strategy for the bounds of the prediction intervals
#387
thibaultcordier
closed
9 months ago
3
Allow `MapieRegressor` to use any split strategy
#386
thibaultcordier
closed
9 months ago
2
Allow `MapieRegressor` to use any split strategy
#385
thibaultcordier
closed
9 months ago
0
Allow `MapieRegressor` to use the optimal estimation strategy for the bounds of the prediction intervals
#384
thibaultcordier
closed
9 months ago
0
Allow `MapieTimeSeriesRegressor` to use any `ConformityScore`
#383
thibaultcordier
closed
9 months ago
1
Allow `MapieTimeSeriesRegressor` to use any `ConformityScore`
#382
thibaultcordier
closed
9 months ago
0
[DOC] updated reference for Residual Normalised Score
#380
mehdi-elion
closed
10 months ago
8
Design - comparison `MapieTimeSeriesRegressor` and `sktime` APIs
#379
fkiraly
opened
10 months ago
0
Documentation interrupted due to an invalid SSL certificate
#378
thibaultcordier
closed
4 months ago
0
Inconsistent result in unit test for "aps_randomized_cv_crossval" in classification
#377
thibaultcordier
opened
10 months ago
1
UPD: Refactorisation of MapieClassifier
#376
candicemyt
opened
10 months ago
0
CI/CD: change version of numpy and python for CI/CD
#375
thibaultcordier
closed
10 months ago
1
CI/CD: run unit testing with the right version of numpy and python
#374
thibaultcordier
closed
10 months ago
0
Add Sequential Predictive Conformal Inference (SPCI) method for Time Series
#373
Kevin-Chen0
opened
10 months ago
5
Accept directly EnsembleEstimator as model for MapieRegressor
#371
vincentblot28
opened
10 months ago
0
Sequential Predictive Conformal Inference (SCPI) for Time Series
#370
Kevin-Chen0
opened
11 months ago
4
Incoherent sign on C_k in the Kolmogorov-Smirnov statistical test documentation
#369
JulienRoussel77
closed
3 months ago
2
Shape mismatch with sklearn.cross_decomposition.PLSRegression
#368
natalieklein229
closed
10 months ago
2
Unable to reach the target coverage for the Jackknife after bootstrap method even on the exoplanet notebook
#367
AlexisVignard-hub
closed
11 months ago
5
Reference for Residual Normalized Score
#366
vincentblot28
closed
10 months ago
2
FIX: trivial typo in quantile regression and time series regression files
#365
thibaultcordier
closed
9 months ago
1
Trivial typo in `quantile_regression.py` and `time_series_regression.py`
#364
Carl-McBride-Ellis
closed
9 months ago
1
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