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