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Monthly issue metrics report for opened issues and prs #11

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github-actions bot opened this issue Jun 24, 2024 · 12 comments
Open

Monthly issue metrics report for opened issues and prs #11

github-actions bot opened this issue Jun 24, 2024 · 12 comments

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github-actions bot commented Jun 24, 2024 •
edited by thibaultcordier
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Issue Metrics

This report was generated with the Issue Metrics Action
Repository owner deleted a comment from github-actions bot Jun 24, 2024
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Issue Metrics

Metric Average Median 90th percentile
Time to first response 22 days, 9:09:23 2 days, 8:29:12 56 days, 20:38:26
Time to close 57 days, 23:51:10 12 days, 19:04:44 161 days, 19:55:41
Time to answer None None None
Metric Count
Number of items that remain open 33
Number of items closed 187
Number of most active mentors 0
Total number of items created 220
Title URL Time to first response Time to close Time to answer
Extending the NCS class to the classification task scikit-learn-contrib#467 None None None
Documentation build failure scikit-learn-contrib#465 None 1:13:55 None
Coverage validity not verified in MapieRegressor when producing infinite intervals scikit-learn-contrib#462 None 2 days, 18:19:21 None
Documentation interrupted due to inaccessibility of the bostom dataset scikit-learn-contrib#460 None 16:22:13 None
MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results scikit-learn-contrib#456 23:59:31 None None
Design - Improve MAPIE and mlFlow interaction scikit-learn-contrib#454 1 day, 23:24:36 None None
Coverage validity not verified in MapieRegressor when the number of calibration data is very small scikit-learn-contrib#452 None 11 days, 21:09:27 None
This video suggests there might be a bug in implementation due to coverage dropping for ICP scikit-learn-contrib#451 1 day, 4:05:21 1 day, 4:05:21 None
Lower bounds > Upper Bounds for Conformalized Quantile Regression scikit-learn-contrib#450 1 day, 22:43:21 2 days, 23:52:40 None
Conformal Prediction With Conditional Guarantees scikit-learn-contrib#449 None None None
MapieQuantileRegressor with prefit model from Keras/Tensorflow scikit-learn-contrib#448 6:40:45 None None
MapieRegressor sets method to 'base' from ACI scikit-learn-contrib#447 14:52:01 16 days, 17:55:32 None
Specifying conda version scikit-learn-contrib#439 None 9 days, 23:59:18 None
A measure of uncertainty for multioutput regression scikit-learn-contrib#437 1 day, 23:49:04 None None
Issue with version 1.4.2 of scikit-learn scikit-learn-contrib#432 None 24 days, 22:29:32 None
Does MAPIE support multi-step regression? I am using a Tensorflow Model with KerasRegressor scikit-learn-contrib#431 1 day, 5:45:22 2 days, 1:48:18 None
ENH : Build an Ensemble classifier based on regression refactoring scikit-learn-contrib#430 None None None
Something is wrong with unitary test and mac os scikit-learn-contrib#428 None 21 days, 1:34:31 None
Move some methods of MapieClassifier to a utils file scikit-learn-contrib#426 None 36 days, 1:30:37 None
Readme page broken scikit-learn-contrib#425 None 38 days, 1:18:20 None
Support CatBoost Models with RMSEwithUncertainty loss scikit-learn-contrib#423 5 days, 23:16:35 5 days, 23:16:35 None
Clean up the history file before release scikit-learn-contrib#421 None 1:19:17 None
Sort imports in MAPIE code scikit-learn-contrib#418 None 0:46:38 None
Update from developers scikit-learn-contrib#416 None 73 days, 5:15:16 None
Documentation for Winkler Interval Score scikit-learn-contrib#415 None 89 days, 2:51:48 None
'ConformalMultiQuantile' object has no attribute 'calibration_adjustments' scikit-learn-contrib#414 4 days, 3:09:00 4 days, 3:09:00 None
Expected 2D array, got 1D array instead. GradientBostingRegressor scikit-learn-contrib#413 None 1 day, 22:42:37 None
Gradient Boosting Regressor Model scikit-learn-contrib#411 4:42:11 4:42:11 None
MapieQuantileRegressor - predict method causing MemoryError scikit-learn-contrib#410 4 days, 18:19:56 10 days, 2:37:31 None
MapieQuantileRegressor with RandomForestQuantileRegressor from sklearn_quantile scikit-learn-contrib#409 8 days, 1:12:03 2 days, 4:27:56 None
Add the Winkler Interval score scikit-learn-contrib#407 None 33 days, 21:49:44 None
Does MAPIE Regressor support categorical variables? scikit-learn-contrib#406 19:10:38 None None
Missing random state in Quantile Regression scikit-learn-contrib#405 1 day, 2:24:24 None None
Support for LGBM Booster models scikit-learn-contrib#403 6 days, 18:03:23 None None
Fix typos througout documentation scikit-learn-contrib#402 None 7 days, 13:13:41 None
Create citations using GitHub scikit-learn-contrib#400 None 131 days, 23:21:17 None
mypy version in the environment file scikit-learn-contrib#398 None 1:26:33 None
About the name MapieRegressor and others scikit-learn-contrib#397 14 days, 23:44:57 None None
ModuleNotFoundError importing MapieTimeSeriesRegressor scikit-learn-contrib#395 None 2 days, 21:29:12 None
Citation /bib file scikit-learn-contrib#394 1:16:14 2:30:54 None
Small typo in jackknife description (closed->close) scikit-learn-contrib#392 15 days, 5:28:50 16 days, 8:43:38 None
Allow infinite prediction intervals to be produced in regressor classes scikit-learn-contrib#390 None 12 days, 19:04:44 None
Define a dedicated symmetry value in the regressor classes scikit-learn-contrib#389 None 0:36:01 None
alpha values for model vs MapieQuantileRegressor scikit-learn-contrib#388 0:28:41 14 days, 21:48:53 None
Allow MapieRegressor to use any split strategy scikit-learn-contrib#385 None 7 days, 7:22:34 None
Allow MapieRegressor to use the optimal estimation strategy for the bounds of the prediction intervals scikit-learn-contrib#384 None 8 days, 1:43:13 None
Allow MapieTimeSeriesRegressor to use any ConformityScore scikit-learn-contrib#382 None 4 days, 3:36:58 None
Design - comparison MapieTimeSeriesRegressor and sktime APIs scikit-learn-contrib#379 None None None
Documentation interrupted due to an invalid SSL certificate scikit-learn-contrib#378 None 184 days, 2:46:28 None
Inconsistent result in unit test for "aps_randomized_cv_crossval" in classification scikit-learn-contrib#377 217 days, 23:20:53 None None
UPD: Refactorisation of MapieClassifier scikit-learn-contrib#376 None None None
CI/CD: run unit testing with the right version of numpy and python scikit-learn-contrib#374 None 1 day, 3:25:33 None
Accept directly EnsembleEstimator as model for MapieRegressor scikit-learn-contrib#371 None None None
Sequential Predictive Conformal Inference (SCPI) for Time Series scikit-learn-contrib#370 2 days, 5:28:18 None None
Incoherent sign on mapie.metrics.cumulative_differences scikit-learn-contrib#369 233 days, 17:29:58 None None
Shape mismatch with sklearn.cross_decomposition.PLSRegression scikit-learn-contrib#368 14 days, 22:10:47 14 days, 22:10:47 None
Unable to reach the target coverage for the Jackknife after bootstrap method even on the exoplanet notebook scikit-learn-contrib#367 2 days, 17:39:15 3 days, 22:16:32 None
Reference for Residual Normalized Score scikit-learn-contrib#366 33 days, 11:08:41 51 days, 3:14:59 None
Trivial typo in quantile_regression.py and time_series_regression.py scikit-learn-contrib#364 12 days, 3:08:05 68 days, 3:44:18 None
Change names of method in MapieClassifier scikit-learn-contrib#356 None 1 day, 21:24:10 None
Minor Fix on Contributing.rst scikit-learn-contrib#353 1 day, 19:14:46 3 days, 2:28:45 None
Typos in theoretical description for calibration scikit-learn-contrib#351 None 3:49:03 None
CRF score name is not community friendly scikit-learn-contrib#349 None 1 day, 19:19:25 None
Tutorials in the wrong order scikit-learn-contrib#348 None 65 days, 19:27:45 None
Add Documentation for Learn then Test scikit-learn-contrib#346 None 9 days, 1:32:14 None
RAPS calibration scikit-learn-contrib#342 13 days, 6:44:00 35 days, 8:54:43 None
Using MAPIE with transformer based models scikit-learn-contrib#340 6:14:16 41 days, 9:11:30 None
Documentation build failed: Unexpected failing examples scikit-learn-contrib#338 None 20 days, 22:58:23 None
Cross-validation not seeded implies wrong Prediction Intervals scikit-learn-contrib#336 1:09:42 25 days, 19:36:35 None
Improve the MAPIE homepage scikit-learn-contrib#335 None 40 days, 20:49:34 None
Adaptive Conformal Predictions for Time Series scikit-learn-contrib#334 None 153 days, 7:20:01 None
Make release 0.7.0 scikit-learn-contrib#333 None 48 days, 6:25:12 None
Add documentation for adaptive metrics and CRF score scikit-learn-contrib#331 None 37 days, 2:32:29 None
Add checks for metrics scikit-learn-contrib#330 46 days, 21:20:04 74 days, 19:12:21 None
Applying MAPIE in 'prefit' mode to catboost model exhaust all RAM scikit-learn-contrib#328 0:46:05 2:28:00 None
MemoryError when calling fit() for MapieTimeSeriesRegressor scikit-learn-contrib#326 2:42:57 21:02:10 None
[ENHANCEMENT] Prediction Sets for Binary Classification scikit-learn-contrib#323 None 66 days, 7:48:35 None
[DOCUMENTATION] Add Binary Classification Section scikit-learn-contrib#322 None 66 days, 8:37:44 None
Inconsistent functions in ConformityScore class: seeking explanation scikit-learn-contrib#321 2 days, 17:12:35 2 days, 23:09:41 None
Refactorization of MapieRegressor and ConformityScore scikit-learn-contrib#317 None 20 days, 20:02:26 None
Adaptive conformal prediction method : Conformal Residual Fitting scikit-learn-contrib#316 None 34 days, 17:28:02 None
Cannot import MapieQuantileRegressor scikit-learn-contrib#313 0:05:43 1 day, 5:36:19 None
[MapieClassifier] When number of labels in calib is smaller than for model fitting, method score and cumulated_score do not work scikit-learn-contrib#311 None 6 days, 19:20:06 None
Precision Risk-control for Multi-Label Classification with Learn Then Test framework scikit-learn-contrib#310 None 43 days, 19:59:24 None
Grouped Conditional Coverage Metrics scikit-learn-contrib#309 None 15 days, 0:50:04 None
[BUG] Random state is not defined in the classification test scikit-learn-contrib#307 None 60 days, 23:40:32 None
[DOCUMENTATION] Update docstring of regression classes scikit-learn-contrib#301 None 5 days, 21:21:24 None
Adaptative / Conditional Conformal Prediction scikit-learn-contrib#300 53 days, 7:02:43 None None
Calibration measures without binning, and associated p-values. scikit-learn-contrib#298 None 145 days, 22:33:30 None
[ENHANCEMENT] Split for regression & classification scikit-learn-contrib#297 None 5 days, 20:06:47 None
Get an error when the number of labels in calibration is not the same as during the training when using cv=prefit scikit-learn-contrib#294 None 12 days, 0:11:58 None
Runtime Warning with RAPS scikit-learn-contrib#291 None 4 days, 18:35:18 None
Unit test for different subsamples scikit-learn-contrib#290 None None None
Error when labels don't go from 0 to L-1 scikit-learn-contrib#288 None 1:04:01 None
Change picture for split conformal regression scikit-learn-contrib#282 None 2:11:07 None
Metrics limited to a single Expected Calibration Error (ECE) formula scikit-learn-contrib#277 None None None
A question about sample_weights scikit-learn-contrib#276 6:26:23 6:26:23 None
Making MAPIE compatible with Tensorflow scikit-learn-contrib#275 20:04:01 2 days, 15:16:22 None
Time series regression is not fully scikit-learn compatible scikit-learn-contrib#273 12 days, 2:12:19 13 days, 19:54:52 None
Inconsistency in setup.py scikit-learn-contrib#272 15 days, 16:19:42 15 days, 20:20:56 None
Compatibility with survival analysis packages as scikit-survival? scikit-learn-contrib#271 9 days, 17:11:50 9 days, 17:11:50 None
Update history.rst scikit-learn-contrib#269 None 1:19:36 None
[Documentation] No examples for RAPS scikit-learn-contrib#268 None None None
Still getting large prediction sets when all classes but one have probability 0 scikit-learn-contrib#266 3 days, 3:08:20 3 days, 22:15:14 None
Add section in regression documentation to talk about split conformal which is not mentionned scikit-learn-contrib#265 None 36 days, 0:14:17 None
Module for conformal Catboost ranking scikit-learn-contrib#264 38 days, 1:47:15 51 days, 17:57:09 None
Create new section for multilabel classification scikit-learn-contrib#262 None 2:31:19 None
Section calibration does not shown on readthedocs scikit-learn-contrib#260 None 1:27:20 None
Uncertainty Feature Attribution ? scikit-learn-contrib#258 43 days, 0:06:04 43 days, 0:06:04 None
Large prediction set when all classes but one have probability 0 scikit-learn-contrib#254 8:47:42 7 days, 0:56:19 None
Return ensembled predictions even when alpha is None scikit-learn-contrib#252 None None None
Typo in J+ab documentation scikit-learn-contrib#251 None 12 days, 17:19:03 None
Consistency of attributes names accross regression classes and the single_estimator_ attribute in CQR scikit-learn-contrib#250 None 12 days, 17:21:14 None
Clarification of the "symmetry" argument in CQR and more general documentation about CQR scikit-learn-contrib#249 12:30:58 507 days, 11:15:07 None
Quantile crossing warning scikit-learn-contrib#248 6:10:34 14 days, 0:41:54 None
Sorting the libraries using isort scikit-learn-contrib#245 None 1:08:45 None
Issue with Boston dataset documentation scikit-learn-contrib#244 None 1:09:51 None
question - Does MAPIE support multiple time series in tabular format? scikit-learn-contrib#243 31 days, 20:49:17 270 days, 23:33:54 None
Assertion Error scikit-learn-contrib#241 5:24:44 5:26:09 None
question - Mapie for zero inflated regressors scikit-learn-contrib#240 2 days, 8:29:12 44 days, 1:53:54 None
Sparse matrix when using CV methods scikit-learn-contrib#239 5:29:44 71 days, 16:44:29 None
Giving a fraction of samples instead of a number of samples in the Subsample class scikit-learn-contrib#238 16:27:46 547 days, 22:23:51 None
Year missing scikit-learn-contrib#237 None 14 days, 2:08:35 None
Classification coverage (cumulated_sore) is not 1 - alpha scikit-learn-contrib#236 0:31:08 79 days, 6:45:57 None
When labels don't go from 0 to L scikit-learn-contrib#235 86 days, 14:51:42 86 days, 14:51:43 None
Fair MapieQuantileRegressor scikit-learn-contrib#234 42 days, 0:44:37 None None
Automated estimation of number resamplings given the size of the train data scikit-learn-contrib#231 119 days, 19:16:19 None None
Add confiance.AI logo to readme scikit-learn-contrib#228 None 1:01:41 None
Error messages when importing MAPIE scikit-learn-contrib#227 0:39:23 1:26:45 None
Can MAPIE handle a regressor build using stacking approach? scikit-learn-contrib#226 126 days, 20:19:05 328 days, 20:34:31 None
Parameters for dictionary of CQR scikit-learn-contrib#224 None 6 days, 23:23:23 None
Add documentation and example for RAPS method scikit-learn-contrib#221 None 3 days, 2:15:53 None
Long-term MapieRegressor Storage scikit-learn-contrib#220 4 days, 19:23:16 161 days, 16:06:56 None
Example of taking lagged values of a time-series and producing CDF scikit-learn-contrib#219 13 days, 5:09:52 364 days, 1:46:09 None
Jackknife+-after-Bootstrap for ensemble models scikit-learn-contrib#218 9 days, 4:19:42 17 days, 0:48:19 None
Add CatBoostRegressor to MapieQuantileRegressor class scikit-learn-contrib#217 3 days, 1:11:37 None None
Support Binary classification scikit-learn-contrib#216 10 days, 11:11:09 None None
Prefit for CQR scikit-learn-contrib#213 None 31 days, 20:09:23 None
**fit_params and **predict_params scikit-learn-contrib#212 8 days, 17:10:46 None None
Asymmetric Jackknife+ scikit-learn-contrib#208 0:18:58 57 days, 18:17:19 None
MapieRegressor has some bug when using other cv (sklearn.model_selection) scikit-learn-contrib#207 10:17:59 8 days, 7:58:26 None
Adding examples for CQR scikit-learn-contrib#205 None 62 days, 0:40:42 None
[ENHANCEMENT] Make MapieClassifier a scikit-learn object scikit-learn-contrib#203 None 237 days, 21:48:32 None
[ENHANCEMENT] Allow the use of GroupKFold in MAPIE scikit-learn-contrib#202 226 days, 23:18:43 577 days, 22:09:44 None
[ENHANCEMENT] Introduce the "Worst-Slab Coverage" as a metric of conditional coverage scikit-learn-contrib#201 None None None
[ENHANCEMENT] Cross-CQR scikit-learn-contrib#200 None None None
The base model does not seem to be accepted by MapieQuantileRegressor scikit-learn-contrib#199 5:24:02 42 days, 2:23:44 None
No module named 'mapie.quantile_regression' scikit-learn-contrib#198 1:36:06 3 days, 3:18:50 None
[Documentation] Update figure of the theoretical description for classification scikit-learn-contrib#197 None 7 days, 1:27:15 None
Typos in documentation of regression examples (Gamma distributed target and 1D homoscedastic and heteroscedastic) scikit-learn-contrib#195 0:24:48 8 days, 15:34:11 None
MAPIE/Notebooks/regression/ts-changepoint.ipynb needs an update scikit-learn-contrib#193 None 0:46:19 None
Top-label calibration scikit-learn-contrib#190 None 0:02:15 None
[ENHANCEMENT] Regularized Adaptive Prediction Sets scikit-learn-contrib#189 None 109 days, 2:42:25 None
Wrong badge and display on PyPi webpage scikit-learn-contrib#186 None 5 days, 15:20:17 None
Fix typo notebook cifar10 scikit-learn-contrib#185 None 162 days, 1:38:48 None
Figure for classification in README must be updated scikit-learn-contrib#182 None 255 days, 18:59:27 None
Test coverage not at 100% for conformity_scores.py scikit-learn-contrib#181 16:05:16 16 days, 15:45:11 None
Need a documentation for EnbPI scikit-learn-contrib#179 None 4 days, 5:39:52 None
No module named typing_extensions scikit-learn-contrib#177 None 5 days, 4:49:41 None
CQR typing corrections scikit-learn-contrib#176 None 12 days, 1:47:25 None
Theoretical description for classification missing scikit-learn-contrib#174 None 7 days, 21:12:32 None
Trying to understand "one-dimensional" noisy data scikit-learn-contrib#173 2 days, 15:24:17 28 days, 16:35:28 None
Bayesian Optimization Capabilities scikit-learn-contrib#172 8 days, 15:07:53 261 days, 15:36:32 None
Varying width of prediction intervals with "base" method scikit-learn-contrib#171 4 days, 21:12:07 14 days, 20:18:44 None
Issue on test test_toy_dataset_predictions for classification scikit-learn-contrib#169 None 3:48:18 None
np.setdiff1D in class Subsample scikit-learn-contrib#165 0:09:41 58 days, 20:13:14 None
Numpy bug/warning when calling MapieRegressor predict() scikit-learn-contrib#164 2 days, 17:13:36 53 days, 9:44:45 None
Memory Bug with GPU during mapie.fit() scikit-learn-contrib#163 None 0:34:13 None
[Feature] Sequential bootstraping scikit-learn-contrib#162 6:09:37 66 days, 9:43:04 None
I get a bug when I use my custom KFoldCatboost Encoder, which works with normal pipelines scikit-learn-contrib#161 None 2 days, 16:27:49 None
Memory consumption or space complexity scikit-learn-contrib#160 9:49:28 None None
How big is the calibration data, mapie uses to compute intervals scikit-learn-contrib#159 2:41:26 10 days, 6:57:16 None
Do you need to fit mapie on a calibrated data set which is different from the training set? scikit-learn-contrib#158 None 12:29:33 None
Bug in Cifar10 notebook scikit-learn-contrib#157 None 25 days, 22:41:42 None
test_toy_dataset_predictions does not pass on Windows jobs in CI scikit-learn-contrib#155 None 38 days, 1:47:40 None
Can't run any of the examples scikit-learn-contrib#153 1:28:24 10:02:11 None
Create a Split Conformal API that operates directly on labels, predictions arrays. scikit-learn-contrib#152 9 days, 0:21:08 336 days, 19:09:05 None
Key Error when fitting scikit-learn-contrib#150 None 0:07:11 None
Mapie can not use Pipelines to its full extent, throws exception scikit-learn-contrib#149 0:55:26 13 days, 19:11:58 None
Remove the check_image_is_input scikit-learn-contrib#147 39 days, 10:41:20 39 days, 10:41:20 None
Typing not working scikit-learn-contrib#143 None 17 days, 19:13:59 None
[ENHANCEMENT] Add API link to scikit-learn Probability calibration scikit-learn-contrib#142 0:36:57 546 days, 6:17:25 None
[ENHANCEMENT] Provide new residual scores for regression scikit-learn-contrib#141 2 days, 21:47:05 92 days, 2:36:30 None
Using scores in examples scikit-learn-contrib#139 None 0:40:23 None
Add crossval aggregation also for the "cumulated_score" method scikit-learn-contrib#138 None 10 days, 22:23:31 None
[ENHANCEMENT]: MAPIE is not available for Time Series yet scikit-learn-contrib#134 105 days, 0:18:39 122 days, 3:44:56 None
[ENHANCEMENT] Top-label calibration scikit-learn-contrib#133 None 342 days, 21:59:58 None
Corrupted notebook environment scikit-learn-contrib#131 None 2 days, 3:08:04 None
Add subsections in example galleries scikit-learn-contrib#130 None 8 days, 3:08:23 None
MAPIE is not able to one-hot encode columns when estimator is an scikit learn pipeline with a preprocessor step scikit-learn-contrib#128 1:07:49 40 days, 7:32:06 None
using regression_coverage_score outside of MapieRegressor scikit-learn-contrib#126 2 days, 21:44:58 5 days, 19:23:06 None
ENHANCEMENT: Avoid if_else_isinstance(Subsample) in regression.py code scikit-learn-contrib#124 None 7 days, 4:42:38 None
[ADD] plot_kim2020_simulations.py to examples/regression/ scikit-learn-contrib#123 None 8 days, 4:16:37 None
Update doc/theoretical_description_regression.rst ADD J-a-B theoretical description scikit-learn-contrib#122 None 4 days, 7:14:53 None
Update doc/tutorial_regression.rst scikit-learn-contrib#120 None 41 days, 22:39:13 None
[ENHANCEMENT] Add a notebooks folder containing notebooks for tutorials scikit-learn-contrib#118 None 49 days, 16:22:38 None
[BUG] When cv = "prefit", number of classes between calibration set and fitted model can be different scikit-learn-contrib#116 None 4 days, 1:22:41 None
[ENHANCEMENT] Allow image as input scikit-learn-contrib#113 None 11 days, 5:55:28 None
[DOCUMENTATION] Add the new J+aB and APS methods in the documentation scikit-learn-contrib#112 None 1:21:15 None
[BUG]: Binary classification scikit-learn-contrib#109 1:25:53 1:25:53 None
[DOCUMENTATION] Wrong import on github readme example scikit-learn-contrib#108 0:05:42 36 days, 14:39:44 None
[ENHANCEMENT] Change "method" argument as Iterable in MapieClassifier scikit-learn-contrib#105 None 236 days, 0:16:38 None
Refactorize some unit tests common to MapieRegressor and MapieClassifier scikit-learn-contrib#103 None 74 days, 17:11:45 None
[ENHANCEMENT] Add example with image classification scikit-learn-contrib#102 2 days, 5:15:03 158 days, 17:04:58 None
[ENHANCEMENT] For cumulated score method, replace encoder = LabelBinarizer().fit(y) by encoder = LabelBinarizer().fit(y_pred) in case all labels are not present in calibration set) scikit-learn-contrib#101 None 37 days, 18:51:33 None
[ENHANCEMENT] Add naive and top-k methods for conformal classification scikit-learn-contrib#100 None 37 days, 20:03:15 None
[ENHANCEMENT] Multi-output regression scikit-learn-contrib#97 71 days, 3:01:17 None None
[ENHANCEMENT] Jackknife+-after-Bootstrap scikit-learn-contrib#94 None 57 days, 2:24:28 None
[DOCUMENTATION] Fix errors in code examples in tutorial section of documentation scikit-learn-contrib#87 1:18:34 2:30:17 None
[ENHANCEMENT] Cross-conformal predictions scikit-learn-contrib#75 None 201 days, 5:58:35 None
[ENHANCEMENT] time series conformal prediction scikit-learn-contrib#74 9 days, 21:31:57 333 days, 10:53:48 None
[ENHANCEMENT] Conformalized quantile regression scikit-learn-contrib#73 250 days, 1:33:40 341 days, 3:15:15 None
[ENHANCEMENT] Covariate shift conformal scikit-learn-contrib#72 178 days, 22:09:07 None None
[ENHANCEMENT] Label shift conformal scikit-learn-contrib#71 None None None
[ENHANCEMENT] Risk-controlled prediction sets for image segmentation scikit-learn-contrib#70 None 542 days, 23:05:58 None
[ENHANCEMENT] Multi-class conformal predictions based on cumulated score scikit-learn-contrib#69 None 129 days, 16:01:29 None
[ENHANCEMENT] Multi-class conformal predictions based on score scikit-learn-contrib#68 None 61 days, 20:09:54 None
[ENHANCEMENT] Installation via conda scikit-learn-contrib#65 None 3 days, 16:23:22 None
[DOCUMENTATION] Fix typos scikit-learn-contrib#36 2:49:14 4 days, 1:37:08 None
more explicit metrics API ? scikit-learn-contrib#19 3 days, 19:13:05 3 days, 19:17:41 None

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Search query used to find these items: repo:scikit-learn-contrib/MAPIE is:issue

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Issue Metrics

Metric Average Median 90th percentile
Time to first response 3 days, 19:04:42 0:53:06 5 days, 10:30:21
Time to close 9 days, 19:25:31 1 day, 18:46:22 33 days, 23:33:49
Time to answer None None None
Metric Count
Number of items that remain open 13
Number of items closed 229
Number of most active mentors 0
Total number of items created 242
Title URL Time to first response Time to close Time to answer
Add issue/pr metrics scikit-learn-contrib#469 None None None
Unit tests for different subsamples scikit-learn-contrib#468 None None None
Updating sphinx version scikit-learn-contrib#466 0:43:39 1:07:49 None
238 giving a fraction of samples instead of a number of samples in the subsample class scikit-learn-contrib#464 6:36:28 8 days, 2:43:21 None
FIX bug scikit-learn-contrib#462: Decoupling infinite interval production and quantile calculation scikit-learn-contrib#463 17:26:36 19:07:19 None
Switch from the bostom dataset to the toy dataset scikit-learn-contrib#461 0:50:24 16:11:29 None
Solve conflict between ACI and base methods in MapieTimeSeriesRegressor scikit-learn-contrib#457 0:15:31 2 days, 5:16:39 None
Conformal prediction with conditional guarantees scikit-learn-contrib#455 19:12:10 None None
FIX bug scikit-learn-contrib#452: Quantile Correction scikit-learn-contrib#453 3 days, 2:22:35 11 days, 4:06:19 None
chore: Update urllib to requests for downloading data scikit-learn-contrib#446 22:11:56 23:43:38 None
Building of Ensemble Classifier from MapieClassifier scikit-learn-contrib#445 None None None
415 documentation for winkler interval score scikit-learn-contrib#444 1 day, 1:39:14 12 days, 2:43:14 None
249 clarification of the symmetry argument in cqr and more general documentation about cqr scikit-learn-contrib#443 1 day, 19:38:30 12 days, 15:19:52 None
400 create citations using GitHub scikit-learn-contrib#442 1 day, 20:55:00 7 days, 21:18:00 None
Fix KeyError by Correcting Key Name in Dataset Loading Process scikit-learn-contrib#441 5 days, 9:40:19 None None
chore: update miniconda version to latest stable scikit-learn-contrib#440 9 days, 23:45:41 9 days, 23:57:51 None
Try new template from scikit-learn scikit-learn-contrib#438 None None None
FIX: change emails scikit-learn-contrib#436 17 days, 20:55:40 17 days, 21:02:37 None
425 readme page broken scikit-learn-contrib#435 23 days, 23:55:54 24 days, 0:32:51 None
Fix bug # 406 which does not support categorical variables scikit-learn-contrib#434 17 days, 14:50:58 None None
FIX: Put lower threshold for difference scikit-learn-contrib#433 16:35:25 24 days, 21:43:55 None
FIX worklow issue with macos-python3.11 scikit-learn-contrib#429 0:54:51 21 days, 1:21:00 None
ENH: move get_true_label_position to utils in classification scikit-learn-contrib#427 1 day, 19:29:19 35 days, 1:29:02 None
Add random state to MapieQuantileRegressor constructor scikit-learn-contrib#424 2 days, 23:06:23 None None
FIX: update history file scikit-learn-contrib#422 0:05:06 1:13:02 None
Fix import order in Python files scikit-learn-contrib#420 0:05:22 0:18:51 None
Update authors' email addresses scikit-learn-contrib#419 0:05:43 0:26:23 None
416 update from developers scikit-learn-contrib#417 4:19:51 None None
410 mapiequantileregressor predict method causing memoryerror scikit-learn-contrib#412 3:16:02 5 days, 1:24:09 None
Added regression_MWI_score function scikit-learn-contrib#408 31 days, 1:39:16 33 days, 15:44:21 None
Fix: corrected spelling throughout doc scikit-learn-contrib#402 scikit-learn-contrib#404 0:05:26 1 day, 15:14:44 None
Fix: corrected some spelling errors scikit-learn-contrib#401 18:36:19 1 day, 3:06:22 None
Update mypy version to 1.7.1 scikit-learn-contrib#399 0:06:01 1:22:41 None
FIX: Remove pandas in package import scikit-learn-contrib#396 1:15:58 2 days, 21:06:25 None
Allow MapieRegressor to use K-fold iterator variants with stratification and groups. scikit-learn-contrib#393 16:41:52 37 days, 15:23:38 None
Add fit parameters passing scikit-learn-contrib#391 3 days, 6:50:20 14 days, 3:38:28 None
Allow MapieRegressor to use the optimal estimation strategy for the bounds of the prediction intervals scikit-learn-contrib#387 5 days, 0:42:16 5 days, 2:57:24 None
Allow MapieRegressor to use any split strategy scikit-learn-contrib#386 0:08:01 7 days, 5:44:19 None
Allow MapieTimeSeriesRegressor to use any ConformityScore scikit-learn-contrib#383 3 days, 20:33:28 4 days, 0:55:56 None
[DOC] updated reference for Residual Normalised Score scikit-learn-contrib#380 9:09:44 13 days, 17:02:34 None
CI/CD: change version of numpy and python for CI/CD scikit-learn-contrib#375 3:04:59 7:52:02 None
Add Sequential Predictive Conformal Inference (SPCI) method for Time Series scikit-learn-contrib#373 4 days, 7:28:42 None None
FIX: trivial typo in quantile regression and time series regression files scikit-learn-contrib#365 1 day, 0:32:06 1 day, 0:42:51 None
UPD: change configuration project scikit-learn-contrib#363 0:46:38 None None
ADD: Conformal Predictive Distribution example scikit-learn-contrib#361 0:28:15 2:06:06 None
UPD: minor changes of binary classification page scikit-learn-contrib#360 0:02:19 17:31:12 None
UPD: sign of normalized residual conformity scores scikit-learn-contrib#359 0:23:46 0:35:27 None
scikit-learn-contrib#330 add checks for metrics scikit-learn-contrib#358 10:12:31 27 days, 5:37:23 None
UPD: add depreciated methods scikit-learn-contrib#357 0:12:26 1 day, 18:57:18 None
FIX images in calibration doc scikit-learn-contrib#355 5:36:09 1 day, 3:41:58 None
Update and change requirement installation command scikit-learn-contrib#354 1 day, 4:24:25 1 day, 4:43:49 None
FIX doc on calibration scikit-learn-contrib#352 0:12:45 3:16:57 None
UPD: Rename CRF score into ResidualNormalisedScore scikit-learn-contrib#350 1:04:44 1 day, 18:35:25 None
ADD documentation/Tutorial for learn then test scikit-learn-contrib#347 0:22:24 8 days, 3:26:54 None
UPD: Change git project configuration scikit-learn-contrib#345 1 day, 2:28:02 None None
DOC: update the MAPIE homepage scikit-learn-contrib#344 4 days, 16:57:12 12 days, 16:08:26 None
Update configuration keys scikit-learn-contrib#343 None 0:00:27 None
Add Adaptive Conformal Inference method for Time Series scikit-learn-contrib#341 11 days, 0:01:05 96 days, 6:03:25 None
Fix documentation build failed scikit-learn-contrib#339 19 days, 16:21:11 19 days, 17:35:02 None
Add tests for check_cv method with and without random_state scikit-learn-contrib#337 20 days, 6:08:20 20 days, 23:08:52 None
Add documentation for adaptive metrics and CRF score scikit-learn-contrib#332 0:11:57 37 days, 2:05:30 None
Add calibration statistics scikit-learn-contrib#329 0:15:59 48 days, 2:06:58 None
Adaptive conformal prediction method with a conformity score scikit-learn-contrib#327 3 days, 17:57:10 12 days, 16:55:43 None
ENH: Refactorization of MapieRegressor and ConformityScore scikit-learn-contrib#325 None 2 days, 3:50:17 None
ENH: prediction sets for binary classification scikit-learn-contrib#324 60 days, 20:36:11 64 days, 23:40:53 None
ENH: Learn Then Test framework in MAPIE scikit-learn-contrib#320 7 days, 4:36:36 16 days, 1:14:19 None
Release 0.6.5 scikit-learn-contrib#319 0:26:59 0:30:38 None
ENH: grouped conditional coverage metrics scikit-learn-contrib#315 0:08:04 2 days, 5:55:19 None
311 mapieclassifier when number of labels in calib is smaller than for model fitting method score and cumulated score do not work scikit-learn-contrib#314 0:08:47 2 days, 18:11:53 None
added two unit tests in test_subsample scikit-learn-contrib#312 2 days, 11:52:42 None None
UPD: Refactorization for MapieRegressor scikit-learn-contrib#308 0:32:06 None None
FIX: Set random state in classification test scikit-learn-contrib#306 32 days, 20:50:46 60 days, 23:18:29 None
UPD: Migration for MapieRegressor scikit-learn-contrib#305 11 days, 2:18:59 13 days, 0:18:53 None
ENH: Adapt the split and cross strategies to quantile regression class scikit-learn-contrib#304 1:07:09 None None
Update setup.py scikit-learn-contrib#303 0:23:52 1:26:17 None
UPD: docstring of regression classes scikit-learn-contrib#302 4 days, 0:59:51 5 days, 16:28:52 None
FIX: Achieve full code coverage scikit-learn-contrib#299 21:07:07 23:24:09 None
ENH: Add the split strategy to regression class scikit-learn-contrib#296 0:02:02 6 days, 2:30:32 None
294 get an error when the number of labels in calibration is not the same as during the training when using cv=prefit scikit-learn-contrib#295 0:12:34 11 days, 21:35:08 None
FIX: fix runtime warning in RAPS scikit-learn-contrib#292 15:05:48 1 day, 16:06:39 None
288 error when labels dont go from 0 to l 1 scikit-learn-contrib#289 0:04:26 0:32:22 None
Update AUTHORS.rst before the next release scikit-learn-contrib#287 0:11:55 1:16:50 None
UPDATE AUTHORS.rst scikit-learn-contrib#286 1 day, 4:30:44 1 day, 16:59:20 None
build(deps-dev): bump wheel from 0.37.0 to 0.38.1 scikit-learn-contrib#285 0:11:13 0:53:10 None
ENH: Fix inconsistency in setup.py scikit-learn-contrib#284 1 day, 22:35:55 2 days, 3:00:23 None
282 change picture for split conformal regression scikit-learn-contrib#283 0:05:52 1:40:38 None
ENH: add split conformla to theoretical docuementsations for regression scikit-learn-contrib#281 1:13:24 1:16:08 None
ENH: update readme to talk about cross and split for both classif and… scikit-learn-contrib#280 0:12:13 1:34:38 None
203 enhancement make mapieclassifier a scikit learn object scikit-learn-contrib#279 3:48:19 2 days, 21:42:30 None
ENH: explain why aps method have coverage higher thna 1-alpha scikit-learn-contrib#278 0:11:43 23:36:07 None
Fix failed estimator checks for MapieTimeSeriesRegressor scikit-learn-contrib#274 5 days, 9:49:49 10 days, 11:38:40 None
ENH: update history.rst scikit-learn-contrib#270 0:18:15 1:18:09 None
FIX: repalce 0 by epsillon when checking very low scores scikit-learn-contrib#267 16:21:35 19:09:14 None
add new seciton for multilabel classif un doc scikit-learn-contrib#263 1:53:03 2:28:00 None
fix: index.rst scikit-learn-contrib#261 0:10:58 None None
252 return ensemble when alpha none scikit-learn-contrib#259 246 days, 19:02:24 None None
fixing issues: 250, 251 scikit-learn-contrib#257 0:12:36 23:06:24 None
250 cqr single_estimator_ scikit-learn-contrib#256 0:20:17 None None
FIX: impose last included proba to be one if the max score is one and… scikit-learn-contrib#255 0:14:35 5 days, 22:46:21 None
change the warnings in cqr predictions scikit-learn-contrib#253 0:09:31 8 days, 19:51:05 None
Update README.rst scikit-learn-contrib#247 1:34:31 1:34:58 None
Fix smaller issues; package sorting and documentation scikit-learn-contrib#246 0:24:33 0:53:23 None
Update README.rst scikit-learn-contrib#237 scikit-learn-contrib#242 10 days, 22:23:45 None None
133 enhancement top label calibration scikit-learn-contrib#233 13 days, 23:20:42 64 days, 20:12:42 None
70 enhancement risk controlled prediction sets for image segmentation scikit-learn-contrib#232 15:58:29 49 days, 1:05:44 None
Added binary classification support to MAPIE using the mondrian conformal predictor scikit-learn-contrib#230 97 days, 5:52:15 None None
228 add confianceai logo to readme scikit-learn-contrib#229 0:28:30 0:45:46 None
Fix cqr issues scikit-learn-contrib#225 1 day, 18:16:07 1 day, 18:16:20 None
FIX: fix typos scikit-learn-contrib#223 0:04:57 0:05:21 None
ENH: update theoretical description of classif with RAPS scikit-learn-contrib#222 0:22:34 3 days, 1:48:13 None
Update theoretical_description_classification.rst scikit-learn-contrib#215 16 days, 3:56:49 19 days, 2:11:16 None
prefit for CQR scikit-learn-contrib#214 0:03:14 31 days, 20:03:36 None
Add tutorials in documentation sections scikit-learn-contrib#211 1:09:34 34 days, 19:02:32 None
189 regularized adaptive prediction sets scikit-learn-contrib#210 0:12:56 85 days, 19:41:58 None
Feat/custom noncorformity score doc scikit-learn-contrib#209 0:11:46 None None
Add cqr examples scikit-learn-contrib#206 0:29:50 62 days, 0:37:28 None
Implement Histogram Binning for calibration scikit-learn-contrib#204 None None None
Fix minor bugs spotted in several Issues scikit-learn-contrib#196 0:07:16 7 days, 2:44:29 None
Correct changepoint notebook scikit-learn-contrib#194 0:17:46 0:27:14 None
Fix linting problem in setup.py scikit-learn-contrib#192 0:07:49 10:56:52 None
Remove comma after last CLASSIFIERS in setup.py scikit-learn-contrib#191 None 0:06:50 None
Add 'packaging' library into requirements in setup.py scikit-learn-contrib#188 None 0:01:37 None
Fix typos in doc scikit-learn-contrib#187 0:28:03 2:42:07 None
Fix typing cqr scikit-learn-contrib#184 1 day, 20:49:16 2 days, 20:51:21 None
176 cqr typing corrections scikit-learn-contrib#183 None None None
Doc enbpi scikit-learn-contrib#180 0:06:00 4 days, 4:55:08 None
TypedDict to Dict scikit-learn-contrib#178 2:58:31 19:08:24 None
Update theoretical description and fix bugs in classification tutorial scikit-learn-contrib#175 0:06:15 7 days, 4:05:55 None
solve for machine precision issue scikit-learn-contrib#170 0:26:02 3:43:44 None
157 bug in cifar10 notebook scikit-learn-contrib#168 3 days, 3:38:44 4 days, 3:33:03 None
initial installation of CQR scikit-learn-contrib#167 2 days, 23:41:09 36 days, 1:54:40 None
Exoplanet notebook scikit-learn-contrib#166 0:10:30 42 days, 23:41:36 None
Fix test_toy_dataset_predictions scikit-learn-contrib#156 0:31:09 35 days, 0:37:06 None
Fix test_toy_dataset_predictions scikit-learn-contrib#154 1:04:42 None None
Add Covariate Shift Conformal Regressor scikit-learn-contrib#151 2:07:25 None None
ENH : remove image_input argument add modify tests accordingly scikit-learn-contrib#148 0:00:52 13 days, 22:12:42 None
Feat/allow custom score function scikit-learn-contrib#146 39 days, 22:55:15 82 days, 16:14:08 None
Imagenet cifar notebooks scikit-learn-contrib#145 0:24:25 14 days, 8:42:47 None
Fix typing scikit-learn-contrib#144 2:39:22 17 days, 19:09:53 None
Refacto examples scikit-learn-contrib#140 0:34:58 0:35:57 None
Include crossval for cumulatedscore scikit-learn-contrib#137 7 days, 2:15:04 18 days, 0:36:23 None
Fix issue 128 scikit-learn-contrib#136 14 days, 3:55:08 20 days, 2:00:02 None
[ADD] EnbPI scikit-learn-contrib#135 9 days, 21:49:52 122 days, 3:39:54 None
FIX typos in environments scikit-learn-contrib#132 0:04:03 2 days, 1:39:10 None
Add subsections in galleries scikit-learn-contrib#129 0:04:27 8 days, 7:43:28 None
Add cross-conformal method for classification scikit-learn-contrib#127 0:09:21 10 days, 20:23:21 None
No if subsample else scikit-learn-contrib#125 0:04:51 7 days, 3:57:00 None
add JAB to the doc scikit-learn-contrib#121 0:01:24 25 days, 5:33:28 None
Add notebooks folder and update classification tutorial from notebook scikit-learn-contrib#119 0:01:21 49 days, 16:22:18 None
Replace LabelBinarizer by label_binarize scikit-learn-contrib#117 2:42:06 3 days, 23:59:50 None
Tuto chen xu scikit-learn-contrib#115 2 days, 22:19:37 41 days, 22:41:22 None
Allow image as input scikit-learn-contrib#114 4:34:17 8:35:47 None
Issue 100 enhancement add naive and top k methods for conformal classification scikit-learn-contrib#111 0:00:03 2 days, 20:06:06 None
Update regression tutorial from notebook and add digit dataset example scikit-learn-contrib#110 0:44:20 6:25:21 None
Comments gma on classification scikit-learn-contrib#107 0:36:44 0:48:56 None
Reply tmo to gma pr regression scikit-learn-contrib#106 2:35:06 2 days, 0:18:31 None
Refacto unit tests scikit-learn-contrib#104 0:06:16 74 days, 17:07:43 None
Add J+aB and APS methods scikit-learn-contrib#99 0:05:07 34 days, 17:49:13 None
Randomness in cumulated score scikit-learn-contrib#98 1:03:13 1 day, 3:28:43 None
class JackknifeAB restricted to a smaller class Resample and argument… scikit-learn-contrib#96 2 days, 5:09:08 14 days, 22:10:27 None
J plus a b scikit-learn-contrib#95 18:26:46 2 days, 2:06:48 None
Add method cumulated_score scikit-learn-contrib#93 18:26:45 21 days, 5:13:29 None
fisrt instance of the classification tutorial scikit-learn-contrib#92 0:02:08 13 days, 21:36:45 None
Add cumulated score method scikit-learn-contrib#91 0:02:31 None None
fisrt instance of the classification tutorial scikit-learn-contrib#90 None None None
refactorize checks on njobs and verbose scikit-learn-contrib#89 15:44:13 21:45:33 None
Fix code errors in code examples in documentation scikit-learn-contrib#88 0:51:20 1:01:13 None
Add MapieClassifier with first "score" method scikit-learn-contrib#86 0:00:10 6 days, 23:18:51 None
Add minor modifs in text files scikit-learn-contrib#85 0:00:06 0:57:25 None
Update implementation of classification module + check before quantile calculation scikit-learn-contrib#84 0:01:53 2 days, 2:13:27 None
add naive method scikit-learn-contrib#83 None None None
Classification coverage score scikit-learn-contrib#82 0:02:42 22:48:30 None
Add sadinle example scikit-learn-contrib#81 0:08:24 1:13:30 None
Implementation of the Conformal Prediction method in mapieclassifier scikit-learn-contrib#80 1:30:29 19 days, 5:38:03 None
First instance of mapie classifier scikit-learn-contrib#79 0:22:49 5 days, 0:25:39 None
rename estimators module to regression scikit-learn-contrib#78 2 days, 14:56:23 2 days, 20:01:05 None
Add article images scikit-learn-contrib#77 0:00:11 0:04:46 None
Add article images scikit-learn-contrib#76 None None None
update release checklist scikit-learn-contrib#67 2:15:18 2 days, 16:23:11 None
update badges scikit-learn-contrib#66 0:02:34 2:36:57 None
update history scikit-learn-contrib#64 0:00:09 0:48:40 None
Add flake8 in CI scikit-learn-contrib#63 0:03:37 1:40:09 None
Remove CircleCI files. scikit-learn-contrib#62 None 1:29:08 None
Add TS and epistemic uncertainty examples scikit-learn-contrib#61 4:45:09 2 days, 3:53:41 None
use pypa github action scikit-learn-contrib#60 1 day, 14:12:34 1 day, 15:53:10 None
Fix nested-cv figure scikit-learn-contrib#59 None 22:10:56 None
Typos scikit-learn-contrib#58 0:00:03 3:01:48 None
Add timeseries example scikit-learn-contrib#57 0:00:04 None None
Move alpha to predict and make corrections in tests, examples, and docs scikit-learn-contrib#56 0:00:05 1 day, 2:56:19 None
Update readthedocs yml file scikit-learn-contrib#55 0:03:55 1:50:10 None
Ci GitHub scikit-learn-contrib#54 0:00:04 0:48:47 None
small changes scikit-learn-contrib#53 0:00:03 1 day, 21:01:32 None
Update tutorial and figures scikit-learn-contrib#52 0:21:18 0:56:33 None
enforce 80-character line length scikit-learn-contrib#51 0:29:55 1:02:27 None
Cv prefit scikit-learn-contrib#50 0:00:05 22:17:07 None
Aesthetics scikit-learn-contrib#49 7:01:22 7:05:09 None
Add sample weight scikit-learn-contrib#48 0:00:03 5 days, 17:35:41 None
Fix quickstart example scikit-learn-contrib#47 None 0:11:29 None
refactorize doc scikit-learn-contrib#46 5 days, 16:35:09 5 days, 16:35:15 None
document and simplify parallelism scikit-learn-contrib#45 0:00:04 5:24:21 None
Include njobs scikit-learn-contrib#44 0:12:14 17:03:56 None
Accept alpha as a list or np.ndarray scikit-learn-contrib#43 6:23:16 8 days, 17:24:39 None
add cv=-1 option scikit-learn-contrib#42 11:34:48 12:12:01 None
Update Makefile to copy quickstart image in images/ folder scikit-learn-contrib#41 5:12:41 2 days, 23:08:48 None
Improve documentation scikit-learn-contrib#40 3:18:42 3:19:44 None
Cv option scikit-learn-contrib#39 0:00:03 4 days, 2:33:22 None
Change return pred scikit-learn-contrib#38 0:31:11 1:01:06 None
Add mapie logo scikit-learn-contrib#37 0:00:04 0:06:39 None
move all alpha-related operations to predict scikit-learn-contrib#35 3 days, 12:31:11 3 days, 15:33:38 None
Fix markdowns scikit-learn-contrib#34 13:29:35 13:29:43 None
Change title in plot cell. scikit-learn-contrib#33 None 0:42:25 None
Update python-publish.yml scikit-learn-contrib#32 1:19:25 1:19:38 None
Update setup scikit-learn-contrib#31 0:00:04 13:07:44 None
Last corrections before release scikit-learn-contrib#30 0:03:09 0:27:20 None
Update pr template scikit-learn-contrib#29 13:44:45 13:44:53 None
Ready for pypi scikit-learn-contrib#28 0:00:04 1:23:59 None
fix code of conduct scikit-learn-contrib#27 0:07:02 0:07:15 None
sklearn estimator_checks in tests scikit-learn-contrib#26 0:00:03 8:05:38 None
Change coverage function name to coverage_score scikit-learn-contrib#25 0:20:46 0:42:03 None
Update issue templates scikit-learn-contrib#24 0:38:33 0:53:51 None
Create CODE_OF_CONDUCT.rst scikit-learn-contrib#23 0:44:09 0:44:17 None
Update readme scikit-learn-contrib#22 0:14:40 0:24:26 None
Release scikit-learn-contrib#21 0:15:37 0:16:29 None
Add Nested CV example. scikit-learn-contrib#20 0:00:08 23:02:56 None
Beautiful readme scikit-learn-contrib#18 None 1:27:54 None
Packaging scikit-learn-contrib#17 0:00:06 13:56:45 None
Add readthedocsfile scikit-learn-contrib#16 1:55:26 2 days, 14:58:47 None
Add .readthedocs.yml scikit-learn-contrib#15 None 1:00:44 None
Add coverage in API documentation. scikit-learn-contrib#14 0:00:05 8:54:32 None
Circle ci scikit-learn-contrib#13 1 day, 3:39:14 2 days, 19:37:37 None
Add coverage metrics scikit-learn-contrib#12 1:37:23 3:51:46 None
Update pep8 2 scikit-learn-contrib#11 5:47:55 None None
Update pep8speaks scikit-learn-contrib#10 None None None
Update pep8speaks scikit-learn-contrib#9 None None None
remove redundant flake8 in CI scikit-learn-contrib#8 None None None
update pep8speaks scikit-learn-contrib#7 0:18:00 0:18:16 None
Appveyor scikit-learn-contrib#6 12:57:11 12:57:28 None
Modify README.rst and Wrap up docstrings/typing of examples. scikit-learn-contrib#5 20:20:59 2 days, 21:35:50 None
Codecov ci scikit-learn-contrib#4 3 days, 22:16:10 3 days, 22:16:25 None
Enhanced code ci scikit-learn-contrib#3 10:19:39 11:03:24 None
Add tutorial and method description scikit-learn-contrib#2 21:47:00 7 days, 22:20:45 None
Code ci scikit-learn-contrib#1 12:27:39 16:54:38 None

This report was generated with the Issue Metrics Action
Search query used to find these items: repo:scikit-learn-contrib/MAPIE is:pr

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Issue Metrics

Metric Average Median 90th percentile
Time to first response 1 day, 6:47:48 1 day, 4:05:21 1 day, 23:34:23
Time to close 8 days, 13:24:28 9 days, 23:59:18 14 days, 19:13:06
Time to answer None None None
Metric Count
Number of items that remain open 5
Number of items closed 5
Number of most active mentors 0
Total number of items created 10
Title URL Time to first response Time to close Time to answer
MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results scikit-learn-contrib#456 23:59:31 None None
Design - Improve MAPIE and mlFlow interaction scikit-learn-contrib#454 1 day, 23:24:36 None None
Coverage validity not verified in MapieRegressor when the number of calibration data is very small scikit-learn-contrib#452 None 11 days, 21:09:27 None
This video suggests there might be a bug in implementation due to coverage dropping for ICP scikit-learn-contrib#451 1 day, 4:05:21 1 day, 4:05:21 None
Lower bounds > Upper Bounds for Conformalized Quantile Regression scikit-learn-contrib#450 1 day, 22:43:21 2 days, 23:52:40 None
Conformal Prediction With Conditional Guarantees scikit-learn-contrib#449 None None None
MapieQuantileRegressor with prefit model from Keras/Tensorflow scikit-learn-contrib#448 6:40:45 None None
MapieRegressor sets method to 'base' from ACI scikit-learn-contrib#447 14:52:01 16 days, 17:55:32 None
Specifying conda version scikit-learn-contrib#439 None 9 days, 23:59:18 None
A measure of uncertainty for multioutput regression scikit-learn-contrib#437 1 day, 23:49:04 None None

This report was generated with the Issue Metrics Action
Search query used to find these items: repo:scikit-learn-contrib/MAPIE is:issue created:2024-05-01..2024-05-31

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Issue Metrics

Metric Average Median 90th percentile
Time to first response 3 days, 2:55:41 1 day, 20:16:45 6 days, 18:41:56
Time to close 9 days, 3:11:29 10 days, 14:02:05 12 days, 9:01:33
Time to answer None None None
Metric Count
Number of items that remain open 4
Number of items closed 6
Number of most active mentors 0
Total number of items created 10
Title URL Time to first response Time to close Time to answer
Conformal prediction with conditional guarantees scikit-learn-contrib#455 19:12:10 None None
FIX bug scikit-learn-contrib#452: Quantile Correction scikit-learn-contrib#453 3 days, 2:22:35 11 days, 4:06:19 None
chore: Update urllib to requests for downloading data scikit-learn-contrib#446 22:11:56 23:43:38 None
Building of Ensemble Classifier from MapieClassifier scikit-learn-contrib#445 None None None
415 documentation for winkler interval score scikit-learn-contrib#444 1 day, 1:39:14 12 days, 2:43:14 None
249 clarification of the symmetry argument in cqr and more general documentation about cqr scikit-learn-contrib#443 1 day, 19:38:30 12 days, 15:19:52 None
400 create citations using GitHub scikit-learn-contrib#442 1 day, 20:55:00 7 days, 21:18:00 None
Fix KeyError by Correcting Key Name in Dataset Loading Process scikit-learn-contrib#441 5 days, 9:40:19 None None
chore: update miniconda version to latest stable scikit-learn-contrib#440 9 days, 23:45:41 9 days, 23:57:51 None
Try new template from scikit-learn scikit-learn-contrib#438 None None None

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Metric Average Median 90th percentile
Time to first response 5 days, 14:33:10 4 days, 10:44:28 15 days, 0:19:20
Time to close 23 days, 2:51:14 4 days, 3:09:00 78 days, 1:51:23
Time to answer None None None
Metric Count
Number of items that remain open 4
Number of items closed 13
Number of most active mentors 0
Total number of items created 17
Title URL Time to first response Time to close Time to answer
Documentation for Winkler Interval Score scikit-learn-contrib#415 None 89 days, 2:51:48 None
'ConformalMultiQuantile' object has no attribute 'calibration_adjustments' scikit-learn-contrib#414 4 days, 3:09:00 4 days, 3:09:00 None
Expected 2D array, got 1D array instead. GradientBostingRegressor scikit-learn-contrib#413 None 1 day, 22:42:37 None
Gradient Boosting Regressor Model scikit-learn-contrib#411 4:42:11 4:42:11 None
MapieQuantileRegressor - predict method causing MemoryError scikit-learn-contrib#410 4 days, 18:19:56 10 days, 2:37:31 None
MapieQuantileRegressor with RandomForestQuantileRegressor from sklearn_quantile scikit-learn-contrib#409 8 days, 1:12:03 2 days, 4:27:56 None
Add the Winkler Interval score scikit-learn-contrib#407 None 33 days, 21:49:44 None
Does MAPIE Regressor support categorical variables? scikit-learn-contrib#406 19:10:38 None None
Missing random state in Quantile Regression scikit-learn-contrib#405 1 day, 2:24:24 None None
Support for LGBM Booster models scikit-learn-contrib#403 6 days, 18:03:23 None None
Fix typos througout documentation scikit-learn-contrib#402 None 7 days, 13:13:41 None
Create citations using GitHub scikit-learn-contrib#400 None 131 days, 23:21:17 None
mypy version in the environment file scikit-learn-contrib#398 None 1:26:33 None
About the name MapieRegressor and others scikit-learn-contrib#397 14 days, 23:44:57 None None
ModuleNotFoundError importing MapieTimeSeriesRegressor scikit-learn-contrib#395 None 2 days, 21:29:12 None
Citation /bib file scikit-learn-contrib#394 1:16:14 2:30:54 None
Small typo in jackknife description (closed->close) scikit-learn-contrib#392 15 days, 5:28:50 16 days, 8:43:38 None

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Metric Average Median 90th percentile
Time to first response 4 days, 16:14:25 3:16:02 12 days, 21:25:30
Time to close 11 days, 17:20:20 2 days, 21:06:25 35 days, 6:00:04
Time to answer None None None
Metric Count
Number of items that remain open 0
Number of items closed 7
Number of most active mentors 0
Total number of items created 7
Title URL Time to first response Time to close Time to answer
410 mapiequantileregressor predict method causing memoryerror scikit-learn-contrib#412 3:16:02 5 days, 1:24:09 None
Added regression_MWI_score function scikit-learn-contrib#408 31 days, 1:39:16 33 days, 15:44:21 None
Fix: corrected spelling throughout doc scikit-learn-contrib#402 scikit-learn-contrib#404 0:05:26 1 day, 15:14:44 None
Fix: corrected some spelling errors scikit-learn-contrib#401 18:36:19 1 day, 3:06:22 None
Update mypy version to 1.7.1 scikit-learn-contrib#399 0:06:01 1:22:41 None
FIX: Remove pandas in package import scikit-learn-contrib#396 1:15:58 2 days, 21:06:25 None
Allow MapieRegressor to use K-fold iterator variants with stratification and groups. scikit-learn-contrib#393 16:41:52 37 days, 15:23:38 None

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Metric Average Median 90th percentile
Time to first response 3 days, 14:30:58 3 days, 14:30:58 5 days, 11:55:28
Time to close 22 days, 9:15:27 21 days, 1:34:31 45 days, 2:05:43
Time to answer None None None
Metric Count
Number of items that remain open 1
Number of items closed 9
Number of most active mentors 0
Total number of items created 10
Title URL Time to first response Time to close Time to answer
Issue with version 1.4.2 of scikit-learn scikit-learn-contrib#432 None 24 days, 22:29:32 None
Does MAPIE support multi-step regression? I am using a Tensorflow Model with KerasRegressor scikit-learn-contrib#431 1 day, 5:45:22 2 days, 1:48:18 None
ENH : Build an Ensemble classifier based on regression refactoring scikit-learn-contrib#430 None None None
Something is wrong with unitary test and mac os scikit-learn-contrib#428 None 21 days, 1:34:31 None
Move some methods of MapieClassifier to a utils file scikit-learn-contrib#426 None 36 days, 1:30:37 None
Readme page broken scikit-learn-contrib#425 None 38 days, 1:18:20 None
Support CatBoost Models with RMSEwithUncertainty loss scikit-learn-contrib#423 5 days, 23:16:35 5 days, 23:16:35 None
Clean up the history file before release scikit-learn-contrib#421 None 1:19:17 None
Sort imports in MAPIE code scikit-learn-contrib#418 None 0:46:38 None
Update from developers scikit-learn-contrib#416 None 73 days, 5:15:16 None

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Metric Average Median 90th percentile
Time to first response 5 days, 22:13:08 16:35:25 17 days, 20:55:40
Time to close 15 days, 9:00:58 19 days, 11:11:48 27 days, 22:51:27
Time to answer None None None
Metric Count
Number of items that remain open 2
Number of items closed 9
Number of most active mentors 0
Total number of items created 11
Title URL Time to first response Time to close Time to answer
FIX: change emails scikit-learn-contrib#436 17 days, 20:55:40 17 days, 21:02:37 None
425 readme page broken scikit-learn-contrib#435 23 days, 23:55:54 24 days, 0:32:51 None
Fix bug # 406 which does not support categorical variables scikit-learn-contrib#434 17 days, 14:50:58 None None
FIX: Put lower threshold for difference scikit-learn-contrib#433 16:35:25 24 days, 21:43:55 None
FIX worklow issue with macos-python3.11 scikit-learn-contrib#429 0:54:51 21 days, 1:21:00 None
ENH: move get_true_label_position to utils in classification scikit-learn-contrib#427 1 day, 19:29:19 35 days, 1:29:02 None
Add random state to MapieQuantileRegressor constructor scikit-learn-contrib#424 2 days, 23:06:23 None None
FIX: update history file scikit-learn-contrib#422 0:05:06 1:13:02 None
Fix import order in Python files scikit-learn-contrib#420 0:05:22 0:18:51 None
Update authors' email addresses scikit-learn-contrib#419 0:05:43 0:26:23 None
416 update from developers scikit-learn-contrib#417 4:19:51 None None

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Metric Average Median 90th percentile
Time to first response 1 day, 6:47:48 1 day, 4:05:21 1 day, 23:34:23
Time to close 5 days, 18:52:13 2 days, 21:06:00 13 days, 8:11:16
Time to answer None None None
Metric Count
Number of items that remain open 6
Number of items closed 8
Number of most active mentors 0
Total number of items created 14
Title URL Time to first response Time to close Time to answer
Extending the NCS class to the classification task scikit-learn-contrib#467 None None None
Documentation build failure scikit-learn-contrib#465 None 1:13:55 None
Coverage validity not verified in MapieRegressor when producing infinite intervals scikit-learn-contrib#462 None 2 days, 18:19:21 None
Documentation interrupted due to inaccessibility of the bostom dataset scikit-learn-contrib#460 None 16:22:13 None
MapieClassifier(method = 'aps', include_last_label = "randomized") generates incorrect results scikit-learn-contrib#456 23:59:31 None None
Design - Improve MAPIE and mlFlow interaction scikit-learn-contrib#454 1 day, 23:24:36 None None
Coverage validity not verified in MapieRegressor when the number of calibration data is very small scikit-learn-contrib#452 None 11 days, 21:09:27 None
This video suggests there might be a bug in implementation due to coverage dropping for ICP scikit-learn-contrib#451 1 day, 4:05:21 1 day, 4:05:21 None
Lower bounds > Upper Bounds for Conformalized Quantile Regression scikit-learn-contrib#450 1 day, 22:43:21 2 days, 23:52:40 None
Conformal Prediction With Conditional Guarantees scikit-learn-contrib#449 None None None
MapieQuantileRegressor with prefit model from Keras/Tensorflow scikit-learn-contrib#448 6:40:45 None None
MapieRegressor sets method to 'base' from ACI scikit-learn-contrib#447 14:52:01 16 days, 17:55:32 None
Specifying conda version scikit-learn-contrib#439 None 9 days, 23:59:18 None
A measure of uncertainty for multioutput regression scikit-learn-contrib#437 1 day, 23:49:04 None None

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Issue Metrics

Metric Average Median 90th percentile
Time to first response 2 days, 0:06:00 22:11:56 4 days, 22:36:46
Time to close 6 days, 1:25:03 7 days, 21:18:00 12 days, 2:43:14
Time to answer None None None
Metric Count
Number of items that remain open 6
Number of items closed 11
Number of most active mentors 0
Total number of items created 17
Title URL Time to first response Time to close Time to answer
Add issue/pr metrics scikit-learn-contrib#469 None None None
Unit tests for different subsamples scikit-learn-contrib#468 None None None
Updating sphinx version scikit-learn-contrib#466 0:43:39 1:07:49 None
238 giving a fraction of samples instead of a number of samples in the subsample class scikit-learn-contrib#464 6:36:28 8 days, 2:43:21 None
FIX bug scikit-learn-contrib#462: Decoupling infinite interval production and quantile calculation scikit-learn-contrib#463 17:26:36 19:07:19 None
Switch from the bostom dataset to the toy dataset scikit-learn-contrib#461 0:50:24 16:11:29 None
Solve conflict between ACI and base methods in MapieTimeSeriesRegressor scikit-learn-contrib#457 0:15:31 2 days, 5:16:39 None
Conformal prediction with conditional guarantees scikit-learn-contrib#455 19:12:10 None None
FIX bug scikit-learn-contrib#452: Quantile Correction scikit-learn-contrib#453 3 days, 2:22:35 11 days, 4:06:19 None
chore: Update urllib to requests for downloading data scikit-learn-contrib#446 22:11:56 23:43:38 None
Building of Ensemble Classifier from MapieClassifier scikit-learn-contrib#445 None None None
415 documentation for winkler interval score scikit-learn-contrib#444 1 day, 1:39:14 12 days, 2:43:14 None
249 clarification of the symmetry argument in cqr and more general documentation about cqr scikit-learn-contrib#443 1 day, 19:38:30 12 days, 15:19:52 None
400 create citations using GitHub scikit-learn-contrib#442 1 day, 20:55:00 7 days, 21:18:00 None
Fix KeyError by Correcting Key Name in Dataset Loading Process scikit-learn-contrib#441 5 days, 9:40:19 None None
chore: update miniconda version to latest stable scikit-learn-contrib#440 9 days, 23:45:41 9 days, 23:57:51 None
Try new template from scikit-learn scikit-learn-contrib#438 None None None

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Metric Average Median 90th percentile
Time to first response 26 days, 19:03:16 2 days, 17:13:06 88 days, 11:00:24
Time to close 65 days, 13:59:39 14 days, 20:18:44 215 days, 3:41:48
Time to answer None None None
Metric Count
Number of items that remain open 22
Number of items closed 157
Number of most active mentors 0
Total number of items created 179
Title URL Time to first response Time to close Time to answer
Allow infinite prediction intervals to be produced in regressor classes scikit-learn-contrib#390 None 12 days, 19:04:44 None
Define a dedicated symmetry value in the regressor classes scikit-learn-contrib#389 None 0:36:01 None
alpha values for model vs MapieQuantileRegressor scikit-learn-contrib#388 0:28:41 14 days, 21:48:53 None
Allow MapieRegressor to use any split strategy scikit-learn-contrib#385 None 7 days, 7:22:34 None
Allow MapieRegressor to use the optimal estimation strategy for the bounds of the prediction intervals scikit-learn-contrib#384 None 8 days, 1:43:13 None
Allow MapieTimeSeriesRegressor to use any ConformityScore scikit-learn-contrib#382 None 4 days, 3:36:58 None
Design - comparison MapieTimeSeriesRegressor and sktime APIs scikit-learn-contrib#379 None None None
Documentation interrupted due to an invalid SSL certificate scikit-learn-contrib#378 None 184 days, 2:46:28 None
Inconsistent result in unit test for "aps_randomized_cv_crossval" in classification scikit-learn-contrib#377 217 days, 23:20:53 None None
UPD: Refactorisation of MapieClassifier scikit-learn-contrib#376 None None None
CI/CD: run unit testing with the right version of numpy and python scikit-learn-contrib#374 None 1 day, 3:25:33 None
Accept directly EnsembleEstimator as model for MapieRegressor scikit-learn-contrib#371 None None None
Sequential Predictive Conformal Inference (SCPI) for Time Series scikit-learn-contrib#370 2 days, 5:28:18 None None
Incoherent sign on mapie.metrics.cumulative_differences scikit-learn-contrib#369 233 days, 17:29:58 None None
Shape mismatch with sklearn.cross_decomposition.PLSRegression scikit-learn-contrib#368 14 days, 22:10:47 14 days, 22:10:47 None
Unable to reach the target coverage for the Jackknife after bootstrap method even on the exoplanet notebook scikit-learn-contrib#367 2 days, 17:39:15 3 days, 22:16:32 None
Reference for Residual Normalized Score scikit-learn-contrib#366 33 days, 11:08:41 51 days, 3:14:59 None
Trivial typo in quantile_regression.py and time_series_regression.py scikit-learn-contrib#364 12 days, 3:08:05 68 days, 3:44:18 None
Change names of method in MapieClassifier scikit-learn-contrib#356 None 1 day, 21:24:10 None
Minor Fix on Contributing.rst scikit-learn-contrib#353 1 day, 19:14:46 3 days, 2:28:45 None
Typos in theoretical description for calibration scikit-learn-contrib#351 None 3:49:03 None
CRF score name is not community friendly scikit-learn-contrib#349 None 1 day, 19:19:25 None
Tutorials in the wrong order scikit-learn-contrib#348 None 65 days, 19:27:45 None
Add Documentation for Learn then Test scikit-learn-contrib#346 None 9 days, 1:32:14 None
RAPS calibration scikit-learn-contrib#342 13 days, 6:44:00 35 days, 8:54:43 None
Using MAPIE with transformer based models scikit-learn-contrib#340 6:14:16 41 days, 9:11:30 None
Documentation build failed: Unexpected failing examples scikit-learn-contrib#338 None 20 days, 22:58:23 None
Cross-validation not seeded implies wrong Prediction Intervals scikit-learn-contrib#336 1:09:42 25 days, 19:36:35 None
Improve the MAPIE homepage scikit-learn-contrib#335 None 40 days, 20:49:34 None
Adaptive Conformal Predictions for Time Series scikit-learn-contrib#334 None 153 days, 7:20:01 None
Make release 0.7.0 scikit-learn-contrib#333 None 48 days, 6:25:12 None
Add documentation for adaptive metrics and CRF score scikit-learn-contrib#331 None 37 days, 2:32:29 None
Add checks for metrics scikit-learn-contrib#330 46 days, 21:20:04 74 days, 19:12:21 None
Applying MAPIE in 'prefit' mode to catboost model exhaust all RAM scikit-learn-contrib#328 0:46:05 2:28:00 None
MemoryError when calling fit() for MapieTimeSeriesRegressor scikit-learn-contrib#326 2:42:57 21:02:10 None
[ENHANCEMENT] Prediction Sets for Binary Classification scikit-learn-contrib#323 None 66 days, 7:48:35 None
[DOCUMENTATION] Add Binary Classification Section scikit-learn-contrib#322 None 66 days, 8:37:44 None
Inconsistent functions in ConformityScore class: seeking explanation scikit-learn-contrib#321 2 days, 17:12:35 2 days, 23:09:41 None
Refactorization of MapieRegressor and ConformityScore scikit-learn-contrib#317 None 20 days, 20:02:26 None
Adaptive conformal prediction method : Conformal Residual Fitting scikit-learn-contrib#316 None 34 days, 17:28:02 None
Cannot import MapieQuantileRegressor scikit-learn-contrib#313 0:05:43 1 day, 5:36:19 None
[MapieClassifier] When number of labels in calib is smaller than for model fitting, method score and cumulated_score do not work scikit-learn-contrib#311 None 6 days, 19:20:06 None
Precision Risk-control for Multi-Label Classification with Learn Then Test framework scikit-learn-contrib#310 None 43 days, 19:59:24 None
Grouped Conditional Coverage Metrics scikit-learn-contrib#309 None 15 days, 0:50:04 None
[BUG] Random state is not defined in the classification test scikit-learn-contrib#307 None 60 days, 23:40:32 None
[DOCUMENTATION] Update docstring of regression classes scikit-learn-contrib#301 None 5 days, 21:21:24 None
Adaptative / Conditional Conformal Prediction scikit-learn-contrib#300 53 days, 7:02:43 None None
Calibration measures without binning, and associated p-values. scikit-learn-contrib#298 None 145 days, 22:33:30 None
[ENHANCEMENT] Split for regression & classification scikit-learn-contrib#297 None 5 days, 20:06:47 None
Get an error when the number of labels in calibration is not the same as during the training when using cv=prefit scikit-learn-contrib#294 None 12 days, 0:11:58 None
Runtime Warning with RAPS scikit-learn-contrib#291 None 4 days, 18:35:18 None
Unit test for different subsamples scikit-learn-contrib#290 None None None
Error when labels don't go from 0 to L-1 scikit-learn-contrib#288 None 1:04:01 None
Change picture for split conformal regression scikit-learn-contrib#282 None 2:11:07 None
Metrics limited to a single Expected Calibration Error (ECE) formula scikit-learn-contrib#277 None None None
A question about sample_weights scikit-learn-contrib#276 6:26:23 6:26:23 None
Making MAPIE compatible with Tensorflow scikit-learn-contrib#275 20:04:01 2 days, 15:16:22 None
Time series regression is not fully scikit-learn compatible scikit-learn-contrib#273 12 days, 2:12:19 13 days, 19:54:52 None
Inconsistency in setup.py scikit-learn-contrib#272 15 days, 16:19:42 15 days, 20:20:56 None
Compatibility with survival analysis packages as scikit-survival? scikit-learn-contrib#271 9 days, 17:11:50 9 days, 17:11:50 None
Update history.rst scikit-learn-contrib#269 None 1:19:36 None
[Documentation] No examples for RAPS scikit-learn-contrib#268 None None None
Still getting large prediction sets when all classes but one have probability 0 scikit-learn-contrib#266 3 days, 3:08:20 3 days, 22:15:14 None
Add section in regression documentation to talk about split conformal which is not mentionned scikit-learn-contrib#265 None 36 days, 0:14:17 None
Module for conformal Catboost ranking scikit-learn-contrib#264 38 days, 1:47:15 51 days, 17:57:09 None
Create new section for multilabel classification scikit-learn-contrib#262 None 2:31:19 None
Section calibration does not shown on readthedocs scikit-learn-contrib#260 None 1:27:20 None
Uncertainty Feature Attribution ? scikit-learn-contrib#258 43 days, 0:06:04 43 days, 0:06:04 None
Large prediction set when all classes but one have probability 0 scikit-learn-contrib#254 8:47:42 7 days, 0:56:19 None
Return ensembled predictions even when alpha is None scikit-learn-contrib#252 None None None
Typo in J+ab documentation scikit-learn-contrib#251 None 12 days, 17:19:03 None
Consistency of attributes names accross regression classes and the single_estimator_ attribute in CQR scikit-learn-contrib#250 None 12 days, 17:21:14 None
Clarification of the "symmetry" argument in CQR and more general documentation about CQR scikit-learn-contrib#249 12:30:58 507 days, 11:15:07 None
Quantile crossing warning scikit-learn-contrib#248 6:10:34 14 days, 0:41:54 None
Sorting the libraries using isort scikit-learn-contrib#245 None 1:08:45 None
Issue with Boston dataset documentation scikit-learn-contrib#244 None 1:09:51 None
question - Does MAPIE support multiple time series in tabular format? scikit-learn-contrib#243 31 days, 20:49:17 270 days, 23:33:54 None
Assertion Error scikit-learn-contrib#241 5:24:44 5:26:09 None
question - Mapie for zero inflated regressors scikit-learn-contrib#240 2 days, 8:29:12 44 days, 1:53:54 None
Sparse matrix when using CV methods scikit-learn-contrib#239 5:29:44 71 days, 16:44:29 None
Giving a fraction of samples instead of a number of samples in the Subsample class scikit-learn-contrib#238 16:27:46 547 days, 22:23:51 None
Year missing scikit-learn-contrib#237 None 14 days, 2:08:35 None
Classification coverage (cumulated_sore) is not 1 - alpha scikit-learn-contrib#236 0:31:08 79 days, 6:45:57 None
When labels don't go from 0 to L scikit-learn-contrib#235 86 days, 14:51:42 86 days, 14:51:43 None
Fair MapieQuantileRegressor scikit-learn-contrib#234 42 days, 0:44:37 None None
Automated estimation of number resamplings given the size of the train data scikit-learn-contrib#231 119 days, 19:16:19 None None
Add confiance.AI logo to readme scikit-learn-contrib#228 None 1:01:41 None
Error messages when importing MAPIE scikit-learn-contrib#227 0:39:23 1:26:45 None
Can MAPIE handle a regressor build using stacking approach? scikit-learn-contrib#226 126 days, 20:19:05 328 days, 20:34:31 None
Parameters for dictionary of CQR scikit-learn-contrib#224 None 6 days, 23:23:23 None
Add documentation and example for RAPS method scikit-learn-contrib#221 None 3 days, 2:15:53 None
Long-term MapieRegressor Storage scikit-learn-contrib#220 4 days, 19:23:16 161 days, 16:06:56 None
Example of taking lagged values of a time-series and producing CDF scikit-learn-contrib#219 13 days, 5:09:52 364 days, 1:46:09 None
Jackknife+-after-Bootstrap for ensemble models scikit-learn-contrib#218 9 days, 4:19:42 17 days, 0:48:19 None
Add CatBoostRegressor to MapieQuantileRegressor class scikit-learn-contrib#217 3 days, 1:11:37 None None
Support Binary classification scikit-learn-contrib#216 10 days, 11:11:09 None None
Prefit for CQR scikit-learn-contrib#213 None 31 days, 20:09:23 None
**fit_params and **predict_params scikit-learn-contrib#212 8 days, 17:10:46 None None
Asymmetric Jackknife+ scikit-learn-contrib#208 0:18:58 57 days, 18:17:19 None
MapieRegressor has some bug when using other cv (sklearn.model_selection) scikit-learn-contrib#207 10:17:59 8 days, 7:58:26 None
Adding examples for CQR scikit-learn-contrib#205 None 62 days, 0:40:42 None
[ENHANCEMENT] Make MapieClassifier a scikit-learn object scikit-learn-contrib#203 None 237 days, 21:48:32 None
[ENHANCEMENT] Allow the use of GroupKFold in MAPIE scikit-learn-contrib#202 226 days, 23:18:43 577 days, 22:09:44 None
[ENHANCEMENT] Introduce the "Worst-Slab Coverage" as a metric of conditional coverage scikit-learn-contrib#201 None None None
[ENHANCEMENT] Cross-CQR scikit-learn-contrib#200 None None None
The base model does not seem to be accepted by MapieQuantileRegressor scikit-learn-contrib#199 5:24:02 42 days, 2:23:44 None
No module named 'mapie.quantile_regression' scikit-learn-contrib#198 1:36:06 3 days, 3:18:50 None
[Documentation] Update figure of the theoretical description for classification scikit-learn-contrib#197 None 7 days, 1:27:15 None
Typos in documentation of regression examples (Gamma distributed target and 1D homoscedastic and heteroscedastic) scikit-learn-contrib#195 0:24:48 8 days, 15:34:11 None
MAPIE/Notebooks/regression/ts-changepoint.ipynb needs an update scikit-learn-contrib#193 None 0:46:19 None
Top-label calibration scikit-learn-contrib#190 None 0:02:15 None
[ENHANCEMENT] Regularized Adaptive Prediction Sets scikit-learn-contrib#189 None 109 days, 2:42:25 None
Wrong badge and display on PyPi webpage scikit-learn-contrib#186 None 5 days, 15:20:17 None
Fix typo notebook cifar10 scikit-learn-contrib#185 None 162 days, 1:38:48 None
Figure for classification in README must be updated scikit-learn-contrib#182 None 255 days, 18:59:27 None
Test coverage not at 100% for conformity_scores.py scikit-learn-contrib#181 16:05:16 16 days, 15:45:11 None
Need a documentation for EnbPI scikit-learn-contrib#179 None 4 days, 5:39:52 None
No module named typing_extensions scikit-learn-contrib#177 None 5 days, 4:49:41 None
CQR typing corrections scikit-learn-contrib#176 None 12 days, 1:47:25 None
Theoretical description for classification missing scikit-learn-contrib#174 None 7 days, 21:12:32 None
Trying to understand "one-dimensional" noisy data scikit-learn-contrib#173 2 days, 15:24:17 28 days, 16:35:28 None
Bayesian Optimization Capabilities scikit-learn-contrib#172 8 days, 15:07:53 261 days, 15:36:32 None
Varying width of prediction intervals with "base" method scikit-learn-contrib#171 4 days, 21:12:07 14 days, 20:18:44 None
Issue on test test_toy_dataset_predictions for classification scikit-learn-contrib#169 None 3:48:18 None
np.setdiff1D in class Subsample scikit-learn-contrib#165 0:09:41 58 days, 20:13:14 None
Numpy bug/warning when calling MapieRegressor predict() scikit-learn-contrib#164 2 days, 17:13:36 53 days, 9:44:45 None
Memory Bug with GPU during mapie.fit() scikit-learn-contrib#163 None 0:34:13 None
[Feature] Sequential bootstraping scikit-learn-contrib#162 6:09:37 66 days, 9:43:04 None
I get a bug when I use my custom KFoldCatboost Encoder, which works with normal pipelines scikit-learn-contrib#161 None 2 days, 16:27:49 None
Memory consumption or space complexity scikit-learn-contrib#160 9:49:28 None None
How big is the calibration data, mapie uses to compute intervals scikit-learn-contrib#159 2:41:26 10 days, 6:57:16 None
Do you need to fit mapie on a calibrated data set which is different from the training set? scikit-learn-contrib#158 None 12:29:33 None
Bug in Cifar10 notebook scikit-learn-contrib#157 None 25 days, 22:41:42 None
test_toy_dataset_predictions does not pass on Windows jobs in CI scikit-learn-contrib#155 None 38 days, 1:47:40 None
Can't run any of the examples scikit-learn-contrib#153 1:28:24 10:02:11 None
Create a Split Conformal API that operates directly on labels, predictions arrays. scikit-learn-contrib#152 9 days, 0:21:08 336 days, 19:09:05 None
Key Error when fitting scikit-learn-contrib#150 None 0:07:11 None
Mapie can not use Pipelines to its full extent, throws exception scikit-learn-contrib#149 0:55:26 13 days, 19:11:58 None
Remove the check_image_is_input scikit-learn-contrib#147 39 days, 10:41:20 39 days, 10:41:20 None
Typing not working scikit-learn-contrib#143 None 17 days, 19:13:59 None
[ENHANCEMENT] Add API link to scikit-learn Probability calibration scikit-learn-contrib#142 0:36:57 546 days, 6:17:25 None
[ENHANCEMENT] Provide new residual scores for regression scikit-learn-contrib#141 2 days, 21:47:05 92 days, 2:36:30 None
Using scores in examples scikit-learn-contrib#139 None 0:40:23 None
Add crossval aggregation also for the "cumulated_score" method scikit-learn-contrib#138 None 10 days, 22:23:31 None
[ENHANCEMENT]: MAPIE is not available for Time Series yet scikit-learn-contrib#134 105 days, 0:18:39 122 days, 3:44:56 None
[ENHANCEMENT] Top-label calibration scikit-learn-contrib#133 None 342 days, 21:59:58 None
Corrupted notebook environment scikit-learn-contrib#131 None 2 days, 3:08:04 None
Add subsections in example galleries scikit-learn-contrib#130 None 8 days, 3:08:23 None
MAPIE is not able to one-hot encode columns when estimator is an scikit learn pipeline with a preprocessor step scikit-learn-contrib#128 1:07:49 40 days, 7:32:06 None
using regression_coverage_score outside of MapieRegressor scikit-learn-contrib#126 2 days, 21:44:58 5 days, 19:23:06 None
ENHANCEMENT: Avoid if_else_isinstance(Subsample) in regression.py code scikit-learn-contrib#124 None 7 days, 4:42:38 None
[ADD] plot_kim2020_simulations.py to examples/regression/ scikit-learn-contrib#123 None 8 days, 4:16:37 None
Update doc/theoretical_description_regression.rst ADD J-a-B theoretical description scikit-learn-contrib#122 None 4 days, 7:14:53 None
Update doc/tutorial_regression.rst scikit-learn-contrib#120 None 41 days, 22:39:13 None
[ENHANCEMENT] Add a notebooks folder containing notebooks for tutorials scikit-learn-contrib#118 None 49 days, 16:22:38 None
[BUG] When cv = "prefit", number of classes between calibration set and fitted model can be different scikit-learn-contrib#116 None 4 days, 1:22:41 None
[ENHANCEMENT] Allow image as input scikit-learn-contrib#113 None 11 days, 5:55:28 None
[DOCUMENTATION] Add the new J+aB and APS methods in the documentation scikit-learn-contrib#112 None 1:21:15 None
[BUG]: Binary classification scikit-learn-contrib#109 1:25:53 1:25:53 None
[DOCUMENTATION] Wrong import on github readme example scikit-learn-contrib#108 0:05:42 36 days, 14:39:44 None
[ENHANCEMENT] Change "method" argument as Iterable in MapieClassifier scikit-learn-contrib#105 None 236 days, 0:16:38 None
Refactorize some unit tests common to MapieRegressor and MapieClassifier scikit-learn-contrib#103 None 74 days, 17:11:45 None
[ENHANCEMENT] Add example with image classification scikit-learn-contrib#102 2 days, 5:15:03 158 days, 17:04:58 None
[ENHANCEMENT] For cumulated score method, replace encoder = LabelBinarizer().fit(y) by encoder = LabelBinarizer().fit(y_pred) in case all labels are not present in calibration set) scikit-learn-contrib#101 None 37 days, 18:51:33 None
[ENHANCEMENT] Add naive and top-k methods for conformal classification scikit-learn-contrib#100 None 37 days, 20:03:15 None
[ENHANCEMENT] Multi-output regression scikit-learn-contrib#97 71 days, 3:01:17 None None
[ENHANCEMENT] Jackknife+-after-Bootstrap scikit-learn-contrib#94 None 57 days, 2:24:28 None
[DOCUMENTATION] Fix errors in code examples in tutorial section of documentation scikit-learn-contrib#87 1:18:34 2:30:17 None
[ENHANCEMENT] Cross-conformal predictions scikit-learn-contrib#75 None 201 days, 5:58:35 None
[ENHANCEMENT] time series conformal prediction scikit-learn-contrib#74 9 days, 21:31:57 333 days, 10:53:48 None
[ENHANCEMENT] Conformalized quantile regression scikit-learn-contrib#73 250 days, 1:33:40 341 days, 3:15:15 None
[ENHANCEMENT] Covariate shift conformal scikit-learn-contrib#72 178 days, 22:09:07 None None
[ENHANCEMENT] Label shift conformal scikit-learn-contrib#71 None None None
[ENHANCEMENT] Risk-controlled prediction sets for image segmentation scikit-learn-contrib#70 None 542 days, 23:05:58 None
[ENHANCEMENT] Multi-class conformal predictions based on cumulated score scikit-learn-contrib#69 None 129 days, 16:01:29 None
[ENHANCEMENT] Multi-class conformal predictions based on score scikit-learn-contrib#68 None 61 days, 20:09:54 None
[ENHANCEMENT] Installation via conda scikit-learn-contrib#65 None 3 days, 16:23:22 None
[DOCUMENTATION] Fix typos scikit-learn-contrib#36 2:49:14 4 days, 1:37:08 None
more explicit metrics API ? scikit-learn-contrib#19 3 days, 19:13:05 3 days, 19:17:41 None

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Search query used to find these items: repo:scikit-learn-contrib/MAPIE is:issue created:2021-01-01..2024-01-01

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Metric Average Median 90th percentile
Time to first response 3 days, 18:16:27 0:32:06 4 days, 18:30:13
Time to close 9 days, 17:13:39 1 day, 16:33:00 34 days, 10:50:39
Time to answer None None None
Metric Count
Number of items that remain open 5
Number of items closed 202
Number of most active mentors 0
Total number of items created 207
Title URL Time to first response Time to close Time to answer
Add fit parameters passing scikit-learn-contrib#391 3 days, 6:50:20 14 days, 3:38:28 None
Allow MapieRegressor to use the optimal estimation strategy for the bounds of the prediction intervals scikit-learn-contrib#387 5 days, 0:42:16 5 days, 2:57:24 None
Allow MapieRegressor to use any split strategy scikit-learn-contrib#386 0:08:01 7 days, 5:44:19 None
Allow MapieTimeSeriesRegressor to use any ConformityScore scikit-learn-contrib#383 3 days, 20:33:28 4 days, 0:55:56 None
[DOC] updated reference for Residual Normalised Score scikit-learn-contrib#380 9:09:44 13 days, 17:02:34 None
CI/CD: change version of numpy and python for CI/CD scikit-learn-contrib#375 3:04:59 7:52:02 None
Add Sequential Predictive Conformal Inference (SPCI) method for Time Series scikit-learn-contrib#373 4 days, 7:28:42 None None
FIX: trivial typo in quantile regression and time series regression files scikit-learn-contrib#365 1 day, 0:32:06 1 day, 0:42:51 None
UPD: change configuration project scikit-learn-contrib#363 0:46:38 None None
ADD: Conformal Predictive Distribution example scikit-learn-contrib#361 0:28:15 2:06:06 None
UPD: minor changes of binary classification page scikit-learn-contrib#360 0:02:19 17:31:12 None
UPD: sign of normalized residual conformity scores scikit-learn-contrib#359 0:23:46 0:35:27 None
scikit-learn-contrib#330 add checks for metrics scikit-learn-contrib#358 10:12:31 27 days, 5:37:23 None
UPD: add depreciated methods scikit-learn-contrib#357 0:12:26 1 day, 18:57:18 None
FIX images in calibration doc scikit-learn-contrib#355 5:36:09 1 day, 3:41:58 None
Update and change requirement installation command scikit-learn-contrib#354 1 day, 4:24:25 1 day, 4:43:49 None
FIX doc on calibration scikit-learn-contrib#352 0:12:45 3:16:57 None
UPD: Rename CRF score into ResidualNormalisedScore scikit-learn-contrib#350 1:04:44 1 day, 18:35:25 None
ADD documentation/Tutorial for learn then test scikit-learn-contrib#347 0:22:24 8 days, 3:26:54 None
UPD: Change git project configuration scikit-learn-contrib#345 1 day, 2:28:02 None None
DOC: update the MAPIE homepage scikit-learn-contrib#344 4 days, 16:57:12 12 days, 16:08:26 None
Update configuration keys scikit-learn-contrib#343 None 0:00:27 None
Add Adaptive Conformal Inference method for Time Series scikit-learn-contrib#341 11 days, 0:01:05 96 days, 6:03:25 None
Fix documentation build failed scikit-learn-contrib#339 19 days, 16:21:11 19 days, 17:35:02 None
Add tests for check_cv method with and without random_state scikit-learn-contrib#337 20 days, 6:08:20 20 days, 23:08:52 None
Add documentation for adaptive metrics and CRF score scikit-learn-contrib#332 0:11:57 37 days, 2:05:30 None
Add calibration statistics scikit-learn-contrib#329 0:15:59 48 days, 2:06:58 None
Adaptive conformal prediction method with a conformity score scikit-learn-contrib#327 3 days, 17:57:10 12 days, 16:55:43 None
ENH: Refactorization of MapieRegressor and ConformityScore scikit-learn-contrib#325 None 2 days, 3:50:17 None
ENH: prediction sets for binary classification scikit-learn-contrib#324 60 days, 20:36:11 64 days, 23:40:53 None
ENH: Learn Then Test framework in MAPIE scikit-learn-contrib#320 7 days, 4:36:36 16 days, 1:14:19 None
Release 0.6.5 scikit-learn-contrib#319 0:26:59 0:30:38 None
ENH: grouped conditional coverage metrics scikit-learn-contrib#315 0:08:04 2 days, 5:55:19 None
311 mapieclassifier when number of labels in calib is smaller than for model fitting method score and cumulated score do not work scikit-learn-contrib#314 0:08:47 2 days, 18:11:53 None
added two unit tests in test_subsample scikit-learn-contrib#312 2 days, 11:52:42 None None
UPD: Refactorization for MapieRegressor scikit-learn-contrib#308 0:32:06 None None
FIX: Set random state in classification test scikit-learn-contrib#306 32 days, 20:50:46 60 days, 23:18:29 None
UPD: Migration for MapieRegressor scikit-learn-contrib#305 11 days, 2:18:59 13 days, 0:18:53 None
ENH: Adapt the split and cross strategies to quantile regression class scikit-learn-contrib#304 1:07:09 None None
Update setup.py scikit-learn-contrib#303 0:23:52 1:26:17 None
UPD: docstring of regression classes scikit-learn-contrib#302 4 days, 0:59:51 5 days, 16:28:52 None
FIX: Achieve full code coverage scikit-learn-contrib#299 21:07:07 23:24:09 None
ENH: Add the split strategy to regression class scikit-learn-contrib#296 0:02:02 6 days, 2:30:32 None
294 get an error when the number of labels in calibration is not the same as during the training when using cv=prefit scikit-learn-contrib#295 0:12:34 11 days, 21:35:08 None
FIX: fix runtime warning in RAPS scikit-learn-contrib#292 15:05:48 1 day, 16:06:39 None
288 error when labels dont go from 0 to l 1 scikit-learn-contrib#289 0:04:26 0:32:22 None
Update AUTHORS.rst before the next release scikit-learn-contrib#287 0:11:55 1:16:50 None
UPDATE AUTHORS.rst scikit-learn-contrib#286 1 day, 4:30:44 1 day, 16:59:20 None
build(deps-dev): bump wheel from 0.37.0 to 0.38.1 scikit-learn-contrib#285 0:11:13 0:53:10 None
ENH: Fix inconsistency in setup.py scikit-learn-contrib#284 1 day, 22:35:55 2 days, 3:00:23 None
282 change picture for split conformal regression scikit-learn-contrib#283 0:05:52 1:40:38 None
ENH: add split conformla to theoretical docuementsations for regression scikit-learn-contrib#281 1:13:24 1:16:08 None
ENH: update readme to talk about cross and split for both classif and… scikit-learn-contrib#280 0:12:13 1:34:38 None
203 enhancement make mapieclassifier a scikit learn object scikit-learn-contrib#279 3:48:19 2 days, 21:42:30 None
ENH: explain why aps method have coverage higher thna 1-alpha scikit-learn-contrib#278 0:11:43 23:36:07 None
Fix failed estimator checks for MapieTimeSeriesRegressor scikit-learn-contrib#274 5 days, 9:49:49 10 days, 11:38:40 None
ENH: update history.rst scikit-learn-contrib#270 0:18:15 1:18:09 None
FIX: repalce 0 by epsillon when checking very low scores scikit-learn-contrib#267 16:21:35 19:09:14 None
add new seciton for multilabel classif un doc scikit-learn-contrib#263 1:53:03 2:28:00 None
fix: index.rst scikit-learn-contrib#261 0:10:58 None None
252 return ensemble when alpha none scikit-learn-contrib#259 246 days, 19:02:24 None None
fixing issues: 250, 251 scikit-learn-contrib#257 0:12:36 23:06:24 None
250 cqr single_estimator_ scikit-learn-contrib#256 0:20:17 None None
FIX: impose last included proba to be one if the max score is one and… scikit-learn-contrib#255 0:14:35 5 days, 22:46:21 None
change the warnings in cqr predictions scikit-learn-contrib#253 0:09:31 8 days, 19:51:05 None
Update README.rst scikit-learn-contrib#247 1:34:31 1:34:58 None
Fix smaller issues; package sorting and documentation scikit-learn-contrib#246 0:24:33 0:53:23 None
Update README.rst scikit-learn-contrib#237 scikit-learn-contrib#242 10 days, 22:23:45 None None
133 enhancement top label calibration scikit-learn-contrib#233 13 days, 23:20:42 64 days, 20:12:42 None
70 enhancement risk controlled prediction sets for image segmentation scikit-learn-contrib#232 15:58:29 49 days, 1:05:44 None
Added binary classification support to MAPIE using the mondrian conformal predictor scikit-learn-contrib#230 97 days, 5:52:15 None None
228 add confianceai logo to readme scikit-learn-contrib#229 0:28:30 0:45:46 None
Fix cqr issues scikit-learn-contrib#225 1 day, 18:16:07 1 day, 18:16:20 None
FIX: fix typos scikit-learn-contrib#223 0:04:57 0:05:21 None
ENH: update theoretical description of classif with RAPS scikit-learn-contrib#222 0:22:34 3 days, 1:48:13 None
Update theoretical_description_classification.rst scikit-learn-contrib#215 16 days, 3:56:49 19 days, 2:11:16 None
prefit for CQR scikit-learn-contrib#214 0:03:14 31 days, 20:03:36 None
Add tutorials in documentation sections scikit-learn-contrib#211 1:09:34 34 days, 19:02:32 None
189 regularized adaptive prediction sets scikit-learn-contrib#210 0:12:56 85 days, 19:41:58 None
Feat/custom noncorformity score doc scikit-learn-contrib#209 0:11:46 None None
Add cqr examples scikit-learn-contrib#206 0:29:50 62 days, 0:37:28 None
Implement Histogram Binning for calibration scikit-learn-contrib#204 None None None
Fix minor bugs spotted in several Issues scikit-learn-contrib#196 0:07:16 7 days, 2:44:29 None
Correct changepoint notebook scikit-learn-contrib#194 0:17:46 0:27:14 None
Fix linting problem in setup.py scikit-learn-contrib#192 0:07:49 10:56:52 None
Remove comma after last CLASSIFIERS in setup.py scikit-learn-contrib#191 None 0:06:50 None
Add 'packaging' library into requirements in setup.py scikit-learn-contrib#188 None 0:01:37 None
Fix typos in doc scikit-learn-contrib#187 0:28:03 2:42:07 None
Fix typing cqr scikit-learn-contrib#184 1 day, 20:49:16 2 days, 20:51:21 None
176 cqr typing corrections scikit-learn-contrib#183 None None None
Doc enbpi scikit-learn-contrib#180 0:06:00 4 days, 4:55:08 None
TypedDict to Dict scikit-learn-contrib#178 2:58:31 19:08:24 None
Update theoretical description and fix bugs in classification tutorial scikit-learn-contrib#175 0:06:15 7 days, 4:05:55 None
solve for machine precision issue scikit-learn-contrib#170 0:26:02 3:43:44 None
157 bug in cifar10 notebook scikit-learn-contrib#168 3 days, 3:38:44 4 days, 3:33:03 None
initial installation of CQR scikit-learn-contrib#167 2 days, 23:41:09 36 days, 1:54:40 None
Exoplanet notebook scikit-learn-contrib#166 0:10:30 42 days, 23:41:36 None
Fix test_toy_dataset_predictions scikit-learn-contrib#156 0:31:09 35 days, 0:37:06 None
Fix test_toy_dataset_predictions scikit-learn-contrib#154 1:04:42 None None
Add Covariate Shift Conformal Regressor scikit-learn-contrib#151 2:07:25 None None
ENH : remove image_input argument add modify tests accordingly scikit-learn-contrib#148 0:00:52 13 days, 22:12:42 None
Feat/allow custom score function scikit-learn-contrib#146 39 days, 22:55:15 82 days, 16:14:08 None
Imagenet cifar notebooks scikit-learn-contrib#145 0:24:25 14 days, 8:42:47 None
Fix typing scikit-learn-contrib#144 2:39:22 17 days, 19:09:53 None
Refacto examples scikit-learn-contrib#140 0:34:58 0:35:57 None
Include crossval for cumulatedscore scikit-learn-contrib#137 7 days, 2:15:04 18 days, 0:36:23 None
Fix issue 128 scikit-learn-contrib#136 14 days, 3:55:08 20 days, 2:00:02 None
[ADD] EnbPI scikit-learn-contrib#135 9 days, 21:49:52 122 days, 3:39:54 None
FIX typos in environments scikit-learn-contrib#132 0:04:03 2 days, 1:39:10 None
Add subsections in galleries scikit-learn-contrib#129 0:04:27 8 days, 7:43:28 None
Add cross-conformal method for classification scikit-learn-contrib#127 0:09:21 10 days, 20:23:21 None
No if subsample else scikit-learn-contrib#125 0:04:51 7 days, 3:57:00 None
add JAB to the doc scikit-learn-contrib#121 0:01:24 25 days, 5:33:28 None
Add notebooks folder and update classification tutorial from notebook scikit-learn-contrib#119 0:01:21 49 days, 16:22:18 None
Replace LabelBinarizer by label_binarize scikit-learn-contrib#117 2:42:06 3 days, 23:59:50 None
Tuto chen xu scikit-learn-contrib#115 2 days, 22:19:37 41 days, 22:41:22 None
Allow image as input scikit-learn-contrib#114 4:34:17 8:35:47 None
Issue 100 enhancement add naive and top k methods for conformal classification scikit-learn-contrib#111 0:00:03 2 days, 20:06:06 None
Update regression tutorial from notebook and add digit dataset example scikit-learn-contrib#110 0:44:20 6:25:21 None
Comments gma on classification scikit-learn-contrib#107 0:36:44 0:48:56 None
Reply tmo to gma pr regression scikit-learn-contrib#106 2:35:06 2 days, 0:18:31 None
Refacto unit tests scikit-learn-contrib#104 0:06:16 74 days, 17:07:43 None
Add J+aB and APS methods scikit-learn-contrib#99 0:05:07 34 days, 17:49:13 None
Randomness in cumulated score scikit-learn-contrib#98 1:03:13 1 day, 3:28:43 None
class JackknifeAB restricted to a smaller class Resample and argument… scikit-learn-contrib#96 2 days, 5:09:08 14 days, 22:10:27 None
J plus a b scikit-learn-contrib#95 18:26:46 2 days, 2:06:48 None
Add method cumulated_score scikit-learn-contrib#93 18:26:45 21 days, 5:13:29 None
fisrt instance of the classification tutorial scikit-learn-contrib#92 0:02:08 13 days, 21:36:45 None
Add cumulated score method scikit-learn-contrib#91 0:02:31 None None
fisrt instance of the classification tutorial scikit-learn-contrib#90 None None None
refactorize checks on njobs and verbose scikit-learn-contrib#89 15:44:13 21:45:33 None
Fix code errors in code examples in documentation scikit-learn-contrib#88 0:51:20 1:01:13 None
Add MapieClassifier with first "score" method scikit-learn-contrib#86 0:00:10 6 days, 23:18:51 None
Add minor modifs in text files scikit-learn-contrib#85 0:00:06 0:57:25 None
Update implementation of classification module + check before quantile calculation scikit-learn-contrib#84 0:01:53 2 days, 2:13:27 None
add naive method scikit-learn-contrib#83 None None None
Classification coverage score scikit-learn-contrib#82 0:02:42 22:48:30 None
Add sadinle example scikit-learn-contrib#81 0:08:24 1:13:30 None
Implementation of the Conformal Prediction method in mapieclassifier scikit-learn-contrib#80 1:30:29 19 days, 5:38:03 None
First instance of mapie classifier scikit-learn-contrib#79 0:22:49 5 days, 0:25:39 None
rename estimators module to regression scikit-learn-contrib#78 2 days, 14:56:23 2 days, 20:01:05 None
Add article images scikit-learn-contrib#77 0:00:11 0:04:46 None
Add article images scikit-learn-contrib#76 None None None
update release checklist scikit-learn-contrib#67 2:15:18 2 days, 16:23:11 None
update badges scikit-learn-contrib#66 0:02:34 2:36:57 None
update history scikit-learn-contrib#64 0:00:09 0:48:40 None
Add flake8 in CI scikit-learn-contrib#63 0:03:37 1:40:09 None
Remove CircleCI files. scikit-learn-contrib#62 None 1:29:08 None
Add TS and epistemic uncertainty examples scikit-learn-contrib#61 4:45:09 2 days, 3:53:41 None
use pypa github action scikit-learn-contrib#60 1 day, 14:12:34 1 day, 15:53:10 None
Fix nested-cv figure scikit-learn-contrib#59 None 22:10:56 None
Typos scikit-learn-contrib#58 0:00:03 3:01:48 None
Add timeseries example scikit-learn-contrib#57 0:00:04 None None
Move alpha to predict and make corrections in tests, examples, and docs scikit-learn-contrib#56 0:00:05 1 day, 2:56:19 None
Update readthedocs yml file scikit-learn-contrib#55 0:03:55 1:50:10 None
Ci GitHub scikit-learn-contrib#54 0:00:04 0:48:47 None
small changes scikit-learn-contrib#53 0:00:03 1 day, 21:01:32 None
Update tutorial and figures scikit-learn-contrib#52 0:21:18 0:56:33 None
enforce 80-character line length scikit-learn-contrib#51 0:29:55 1:02:27 None
Cv prefit scikit-learn-contrib#50 0:00:05 22:17:07 None
Aesthetics scikit-learn-contrib#49 7:01:22 7:05:09 None
Add sample weight scikit-learn-contrib#48 0:00:03 5 days, 17:35:41 None
Fix quickstart example scikit-learn-contrib#47 None 0:11:29 None
refactorize doc scikit-learn-contrib#46 5 days, 16:35:09 5 days, 16:35:15 None
document and simplify parallelism scikit-learn-contrib#45 0:00:04 5:24:21 None
Include njobs scikit-learn-contrib#44 0:12:14 17:03:56 None
Accept alpha as a list or np.ndarray scikit-learn-contrib#43 6:23:16 8 days, 17:24:39 None
add cv=-1 option scikit-learn-contrib#42 11:34:48 12:12:01 None
Update Makefile to copy quickstart image in images/ folder scikit-learn-contrib#41 5:12:41 2 days, 23:08:48 None
Improve documentation scikit-learn-contrib#40 3:18:42 3:19:44 None
Cv option scikit-learn-contrib#39 0:00:03 4 days, 2:33:22 None
Change return pred scikit-learn-contrib#38 0:31:11 1:01:06 None
Add mapie logo scikit-learn-contrib#37 0:00:04 0:06:39 None
move all alpha-related operations to predict scikit-learn-contrib#35 3 days, 12:31:11 3 days, 15:33:38 None
Fix markdowns scikit-learn-contrib#34 13:29:35 13:29:43 None
Change title in plot cell. scikit-learn-contrib#33 None 0:42:25 None
Update python-publish.yml scikit-learn-contrib#32 1:19:25 1:19:38 None
Update setup scikit-learn-contrib#31 0:00:04 13:07:44 None
Last corrections before release scikit-learn-contrib#30 0:03:09 0:27:20 None
Update pr template scikit-learn-contrib#29 13:44:45 13:44:53 None
Ready for pypi scikit-learn-contrib#28 0:00:04 1:23:59 None
fix code of conduct scikit-learn-contrib#27 0:07:02 0:07:15 None
sklearn estimator_checks in tests scikit-learn-contrib#26 0:00:03 8:05:38 None
Change coverage function name to coverage_score scikit-learn-contrib#25 0:20:46 0:42:03 None
Update issue templates scikit-learn-contrib#24 0:38:33 0:53:51 None
Create CODE_OF_CONDUCT.rst scikit-learn-contrib#23 0:44:09 0:44:17 None
Update readme scikit-learn-contrib#22 0:14:40 0:24:26 None
Release scikit-learn-contrib#21 0:15:37 0:16:29 None
Add Nested CV example. scikit-learn-contrib#20 0:00:08 23:02:56 None
Beautiful readme scikit-learn-contrib#18 None 1:27:54 None
Packaging scikit-learn-contrib#17 0:00:06 13:56:45 None
Add readthedocsfile scikit-learn-contrib#16 1:55:26 2 days, 14:58:47 None
Add .readthedocs.yml scikit-learn-contrib#15 None 1:00:44 None
Add coverage in API documentation. scikit-learn-contrib#14 0:00:05 8:54:32 None
Circle ci scikit-learn-contrib#13 1 day, 3:39:14 2 days, 19:37:37 None
Add coverage metrics scikit-learn-contrib#12 1:37:23 3:51:46 None
Update pep8 2 scikit-learn-contrib#11 5:47:55 None None
Update pep8speaks scikit-learn-contrib#10 None None None
Update pep8speaks scikit-learn-contrib#9 None None None
remove redundant flake8 in CI scikit-learn-contrib#8 None None None
update pep8speaks scikit-learn-contrib#7 0:18:00 0:18:16 None
Appveyor scikit-learn-contrib#6 12:57:11 12:57:28 None
Modify README.rst and Wrap up docstrings/typing of examples. scikit-learn-contrib#5 20:20:59 2 days, 21:35:50 None
Codecov ci scikit-learn-contrib#4 3 days, 22:16:10 3 days, 22:16:25 None
Enhanced code ci scikit-learn-contrib#3 10:19:39 11:03:24 None
Add tutorial and method description scikit-learn-contrib#2 21:47:00 7 days, 22:20:45 None
Code ci scikit-learn-contrib#1 12:27:39 16:54:38 None

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Search query used to find these items: repo:scikit-learn-contrib/MAPIE is:pr created:2021-01-01..2024-01-01

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