scikit-learn / scikit-learn

31 Pull requests merged by 19 people

• Add available_if as a generic, literate variant of if_delegate_has_method

  #19948 merged Jul 11, 2021

• DOC Ensures that GenericUnivariateSelect passes numpydoc validation

  #20495 merged Jul 11, 2021

• DOC Ensures that Ridge passes numpydoc validation

  #20499 merged Jul 10, 2021

• DOC Ensures that VotingRegressor passes numpydoc validation

  #20450 merged Jul 10, 2021

• DOC Ensures that BaggingRegressor passes numpydoc validation

  #20498 merged Jul 10, 2021

• Adjust comment to reflect the move away from the binder-examples repo

  #20480 merged Jul 9, 2021

• ENH Uses _openmp_effective_n_threads to get the number of threads in HistGradientBoosting*

  #20477 merged Jul 9, 2021

• MNT black to ignore .vscode folder

  #20485 merged Jul 8, 2021

• DOC Ensures that RandomForestClassifier passes numpydoc validation

  #20383 merged Jul 7, 2021

• DOC Ensures that PoissonRegressor passes numpydoc validation

  #20386 merged Jul 7, 2021

• [MRG] BaseEstimator added url with info about problems to load with pickle models from differents sklearn versions

  #20434 merged Jul 7, 2021

• DOC Ensures that LassoCV passes numpydoc validation

  #20453 merged Jul 7, 2021

• DOC Ensures that RFECV passes numpydoc validation

  #20452 merged Jul 7, 2021

• DOC: add sphinxext-opengraph

  #20464 merged Jul 6, 2021

• DOC Ensures that LassoLarsCV passes numpydoc validation

  #20462 merged Jul 6, 2021

• DOC Ensures that ElasticNet passes numpydoc validation

  #20454 merged Jul 6, 2021

• DOC Ensures LabelEncoder passes numpydoc validation

  #20456 merged Jul 6, 2021

• DOC Ensures that Lars passes numpydoc validation

  #20472 merged Jul 6, 2021

• DOC Ensures that LassoLarsIC passes numpydoc validation

  #20465 merged Jul 6, 2021

• DOC Ensures that LassoLars passes numpydoc validation

  #20459 merged Jul 6, 2021

• DOC Ensures that LinearSVC passes numpydoc validation

  #20458 merged Jul 6, 2021

• DOC Ensures MaxAbsScaler passes numpydoc validation

  #20455 merged Jul 6, 2021

• DOC Ensures that NearestNeighbors passes numpydoc validation

  #20446 merged Jul 6, 2021

• DOC Ensures that DummyRegressor passes numpydoc validation

  #20394 merged Jul 6, 2021

• MNT ignore GL02 to allow inline property docstring

  #20473 merged Jul 6, 2021

• DOC Ensures that CategoricalNB passes numpydoc validation

  #20445 merged Jul 6, 2021

• DOC Ensures that MLPClassifier passes numpydoc validation

  #20444 merged Jul 6, 2021

• DOC Ensures that KNeighborsRegressor passes numpydoc validation

  #20438 merged Jul 6, 2021

• DOC ensure IsolationForest passes numpydoc

  #20437 merged Jul 6, 2021

• TST Replace assert_warns with pytest context manager in sklearn/utilst/tests/test_testing.py

  #20436 merged Jul 6, 2021

• DOC Fix typo in release note for ridge positive argument

  #20467 merged Jul 5, 2021

12 Pull requests opened by 9 people

• MAINT Make multioutput tests deterministic

  #20468 opened Jul 5, 2021

• BLD Fixes OSX wheel build

  #20470 opened Jul 5, 2021

• DEBUG lscpu for the arm64 build [arm64]

  #20476 opened Jul 6, 2021

• [WIP] MAINT Use `Tempita` for `WeightVector`

  #20481 opened Jul 7, 2021

• Create Arabic.md

  #20486 opened Jul 8, 2021

• MNT cleaup a try...except in scorer

  #20492 opened Jul 9, 2021

• Fix bug default marking of unlabeled data

  #20494 opened Jul 9, 2021

• MAINT Removes UserWarning when calling all_estimators

  #20500 opened Jul 10, 2021

• DOC Ensures that LarsCV passes numpydoc validation

  #20501 opened Jul 10, 2021

• MAINT Enable and run black on examples

  #20502 opened Jul 10, 2021

• DOC Ensures that RidgeCV passes numpydoc validation

  #20503 opened Jul 10, 2021

• DOC Ensures that CCA passes numpydoc validation

  #20504 opened Jul 10, 2021

8 Issues closed by 6 people

• Pipeline.transform listed as a property

  #19923 closed Jul 11, 2021

• import error

  #20489 closed Jul 9, 2021

• Make HistGradientBoostingRegressor/Classifer use _openmp_effective_n_threads to set the default maximum number of threads to use

  #16016 closed Jul 9, 2021

• DeprecationWarning: scipy.linalg.pinv2 is deprecated since SciPy 1.7.0, use scipy.linalg.pinv instead

  #20487 closed Jul 8, 2021

• columntransformer does not handle duplicates

  #20482 closed Jul 8, 2021

• Give a more informed warning message when unpickling a estimator with a different sklearn version

  #20306 closed Jul 7, 2021

• Segfault with SVC (kernel=linear) and BaggingClassifer (n_jobs>1, loky backend)

  #20430 closed Jul 6, 2021

• Really slow tests on aarch64

  #15824 closed Jul 5, 2021

10 Issues opened by 9 people

• Deadlock when using BaggingClassifer and SVM with Dask backend

  #20507 opened Jul 11, 2021

• Deprecate if_delegate_has_method and replace with available_if

  #20506 opened Jul 11, 2021

• Use available_if instead of if_delegate_has_method

  #20505 opened Jul 11, 2021

• Do cross-validation estimators like LassoCV re-estimate the model on the full training set after finding the best hyperparameters?

  #20488 opened Jul 9, 2021

• NMF regularization should not depend on n_samples

  #20484 opened Jul 7, 2021

• Use _openmp_effective_n_threads to take cgroups CPU quotas into account into account in Elkan and Minibatch KMeans

  #20483 opened Jul 7, 2021

• ConfusionMatrixDisplay lists `from_predictions` in docs which is not yet available

  #20478 opened Jul 6, 2021

• `error_score=nan` issues hidden warnings in model selection utilities when n_jobs>1

  #20475 opened Jul 6, 2021

• The attribute "component_indices_" of "sklearn.kernel_approximation.Nystroem" is a bit incorrect

  #20474 opened Jul 6, 2021

• Enable handling of missing values for PolynomialFeatures()

  #20471 opened Jul 5, 2021

63 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• FIX Isolation forest path length for small samples

  #19087 commented on Jul 10, 2021 • 24 new comments

• ENH Adds Column name consistency

  #18010 commented on Jul 10, 2021 • 17 new comments

• Ensure that docstrings pass numpydoc validation

  #20308 commented on Jul 10, 2021 • 12 new comments

• sample-props alternate implementation

  #20350 commented on Jul 9, 2021 • 11 new comments

• [MRG] ENH add d2_tweedie_score

  #17036 commented on Jul 6, 2021 • 10 new comments

• DOC Ensures that SVC passes numpydoc validation

  #20457 commented on Jul 10, 2021 • 10 new comments

• [CI] Add circleci build and test for arm64.

  #20460 commented on Jul 5, 2021 • 9 new comments

• ENH Extend PDP for nominal categorical features

  #18298 commented on Jul 9, 2021 • 7 new comments

• DOC Ensures that KNeighborsRegressor passes numpydoc validation

  #20378 commented on Jul 10, 2021 • 7 new comments

• DOC ensure Naive Bayes classes passes numpydoc validation

  #20440 commented on Jul 10, 2021 • 6 new comments

• AdaBoost's training error can increase with a larger number of trees

  #20443 commented on Jul 5, 2021 • 5 new comments

• Trees with MAE criterion are slow to train

  #9626 commented on Jul 6, 2021 • 3 new comments

• New Feature - Bisecting K-Means

  #20031 commented on Jul 9, 2021 • 3 new comments

• Error with apparently non-deterministic tests

  #20371 commented on Jul 6, 2021 • 2 new comments

• __file__ should be avoided in library code

  #20081 commented on Jul 9, 2021 • 2 new comments

• Label Propagation fails to recognize unlabeled data marked as '-1' for categorical labels

  #17951 commented on Jul 9, 2021 • 2 new comments

• [WIP] Make SGD support Cython fused types

  #6889 commented on Jul 7, 2021 • 2 new comments

• Migrate WeightVector to use tempita

  #13358 commented on Jul 7, 2021 • 2 new comments

• Draft implementation of quantile methods

  #19754 commented on Jul 6, 2021 • 2 new comments

• ENH Adds array_out="pandas" to transformers in preprocessing module

  #20100 commented on Jul 11, 2021 • 2 new comments

• [MRG] Fix _PLS class to properly return 1-d prediction array for single-target prediction

  #20355 commented on Jul 6, 2021 • 2 new comments

• Allow sample weights and other fit_params for RFE

  #20380 commented on Jul 10, 2021 • 2 new comments

• Solve Gaussian Mixture Model sample/kmeans++-based initialisation merge conflicts #11101

  #20408 commented on Jul 10, 2021 • 2 new comments

• FIX adaboost return nan in feature importance

  #20415 commented on Jul 6, 2021 • 2 new comments

• A single comment on top of PR #19966, Issue #19949

  #20447 commented on Jul 6, 2021 • 2 new comments

• [WIP] DOC Ensures that NuSVC passes numpydoc validation

  #20461 commented on Jul 10, 2021 • 2 new comments

• [WIP] DOC Ensures that OneClassSVM passes numpydoc validation

  #20463 commented on Jul 10, 2021 • 2 new comments

• Possible error in documentation of ElasticNetCV()

  #13117 commented on Jul 5, 2021 • 1 new comment

• Metrics for prediction intervals

  #20162 commented on Jul 5, 2021 • 1 new comment

• Support typing

  #16705 commented on Jul 6, 2021 • 1 new comment

• ImportError: dlopen: cannot load any more object with static TLS with torch built with gcc 5.5

  #14485 commented on Jul 7, 2021 • 1 new comment

• [Feature Request] Arbitrary base learners for GradientBoostingRegressor/Classifier

  #17660 commented on Jul 7, 2021 • 1 new comment

• `sklearn.covariance.ledoit_wolf` throws ZeroDivisionError

  #20362 commented on Jul 8, 2021 • 1 new comment

• KernelDensity docstring

  #3270 commented on Jul 8, 2021 • 1 new comment

• [AgglomerativeClustering] should be lax about precomputed distances

  #15287 commented on Jul 8, 2021 • 1 new comment

• BIRCH mentions outlier removal, DBSCAN doesn't. Is that right?

  #20413 commented on Jul 10, 2021 • 1 new comment

• [WIP] Model trees (M5P)

  #13732 commented on Jul 6, 2021 • 1 new comment

• DOC add example to show how to deal with cross-validation

  #18821 commented on Jul 10, 2021 • 1 new comment

• TST Fixes failing test on main

  #19639 commented on Jul 7, 2021 • 1 new comment

• [WIP] FIX index overflow error in sparse matrix polynomial expansion (bis)

  #19676 commented on Jul 8, 2021 • 1 new comment

• [MRG] Add min_tpr parameter to roc_auc_score, allow both min_tpr and max_fpr

  #19751 commented on Jul 6, 2021 • 1 new comment

• Graph Spectral Embedding to sklearn/manifold

  #20029 commented on Jul 7, 2021 • 1 new comment

• ENH ColumnTransformer.transform returns dataframes when transformers output them

  #20110 commented on Jul 9, 2021 • 1 new comment

• DOC convert to notebook style CO2 GPR regression

  #20358 commented on Jul 5, 2021 • 1 new comment

• DOC convert to notebook GPR regression with noise estimation

  #20359 commented on Jul 5, 2021 • 1 new comment

• DOC convert to notebook style prior posterior GPR example

  #20361 commented on Jul 5, 2021 • 1 new comment

• DOC ensures SparsePCA docstring passes numpydoc validation

  #20395 commented on Jul 7, 2021 • 1 new comment

• [WIP] PERF Replace np.dot with higher level BLAS _gemv

  #20396 commented on Jul 7, 2021 • 1 new comment

• Implement `subsampling` in `KBinsDiscretizer`

  #20397 commented on Jul 7, 2021 • 1 new comment

• DOC Ensures that LatentDirichletAllocation passes numpydoc validation

  #20402 commented on Jul 7, 2021 • 1 new comment

• Average path length in iForest is inaccurate for small sizes

  #15724 commented on Jul 5, 2021 • 0 new comments

• Label Encoder does not work in the new sklearn version

  #20329 commented on Jul 6, 2021 • 0 new comments

• [WIP] Online implementation of non-negative matrix factorization

  #16948 commented on Jul 6, 2021 • 0 new comments

• Add centered ICE plots (cICE) to plot_partial_dependence

  #18310 commented on Jul 9, 2021 • 0 new comments

• API Implements get_feature_names_out for transformers that support get_feature_names

  #18444 commented on Jul 9, 2021 • 0 new comments

• [WIP] DOC Display diagram to pipeline example

  #18758 commented on Jul 7, 2021 • 0 new comments

• API deprecate plot_det_curve in favor of class methods in display

  #19278 commented on Jul 6, 2021 • 0 new comments

• ENH Add kwargs to format ICE and PD lines separately in partial dependence plots

  #19428 commented on Jul 9, 2021 • 0 new comments

• [WIP] ENH Optimise aggregations over pairwise distances

  #20254 commented on Jul 6, 2021 • 0 new comments

• MNT: replace __file__ with importlib.resources (compat with pyOxidizer and zipapp)

  #20297 commented on Jul 6, 2021 • 0 new comments

• DOC convert to notebook style Kernel ridge GPR example

  #20357 commented on Jul 5, 2021 • 0 new comments

• DOC ensures FastICA estimator pass the numpydoc validation

  #20405 commented on Jul 6, 2021 • 0 new comments

• MRG stacking classifier support multilabel classification.

  #20424 commented on Jul 6, 2021 • 0 new comments