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Release 1.0.1#21404

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Oct 25, 2021

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• CLN Removes old sphinx theme (#20962)

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• TST enable tests K-means for MacOS (#21052)

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• MAINT remove duplicate category (#21056)

  

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• TST add unit tests for current _get_response (#21041)

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• DOC Ensures that NeighborhoodComponentsAnalysis passes numpydoc validation (#21083)

  

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• DOC Ensures that NearestCentroid passes numpydoc validation (#21084)

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• DOC Ensure TheilSenRegressor passes numpydoc validation (#21087)

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• DOC fix typo in DET curve description (#21089)

  

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• MNT Remove obsolete code (Python >= 3.7) (#21092)

  

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• DOC Fix sphinx's links to Glossary (#21094)

  

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• DOC - Ensure that SGDOneClassSVM pass numpydoc validation (#21105)

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• DOC - Ensure that TweedieRegressor pass numpydoc validation (#21104)

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• MAINT Removes remaining references to python 3.6 (#21110)

  

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• fix typos in docstring for calibration (#21103)

  

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• DOC correct input array type in MeanShift.predict (#20796)

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• DOC Ensure SGDRegressor passes numpydoc validation (#21097)

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• DOC Fix minor issues in bike sharing example (#21127)

  

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• DOC ensure SpectralClustering passes numpydoc validation and improve references (#20987)

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• FIX improve error message for large sparse matrix input in LogisticRegression (#21093)

  

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• DOC Build proper sentence for Davies-Bouldin Index advantage (#21081)

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• TST Adjust learning rate to compare with LightGBM 3.X (#21082)

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• DOC remove redundant code in GPR example (#21133)

  

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• DOC Ensures that RandomizedSearchCV passes numpydoc validation (#21131)

  

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• DOC correct the type of estimator attributes (#21141)

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• FIX Fixes test for checking gitignore and Cython templates (#20997)

  

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• DOC Ensures that MissingIndicator passes numpydoc validation (#21149)

  

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• DOC Ensures that RobustScaler passes numpydoc validation (#21155)

  

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• DOC fix an import in the docsting of RationalQuadratic (#21156)

  

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• DOC Ensure StackingClassifier pass numpydoc validation (#21135)

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• DOC move versionadded misplaced (#21162)

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• MAINT update externals/_lobpcg.py with upstream (#21163)

  

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• MNT sync externals/_pilutil.py with upstream (#21161)

  

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• DOC Fix interpretation in plot_agglomerative_clustering.py (#21167)

  

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• DOC Ensures that IterativeImputer passes numpydoc validation (#21108)

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• DOC Ensures that PLSCanonical passes numpydoc validation (#21175)

  

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• FIX sphinx formatting in load_boston (#21185)

  

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• DOC fix typo in the README file (#21187)

  

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• DOC Adds missing imports into examples and test them (#21186)

  

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• DOC minor updates to release process (#21172)

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• DOC Ensures that MiniBatchKMeans passes numpydoc validation (#21202)

  

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• DOC Ensures that PLSSVD passes numpydoc validation (#21198)

  

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• DOC fix typo in load_boston docstring (#21197)

  

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• DOC Ensures that LocalOutlierFactor passes numpydoc validation (#21180)

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• DOC Ensures that PLSRegression passes numpydoc validation (#21208)

  

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• TST check equivalence sample_weight in CalibratedClassifierCV (#21179)

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• FIX Non-fit methods no long raises UserWarning for valid dataframes (#21199)

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• DOC Fix changelog formatting (#21220)

  

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• MAINT Codespell configuration (#21051)

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• DOC Ensures that PatchExtractor passes numpydoc validation (#21233)

  

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• DOC Ensures that PolynomialFeatures passes numpydoc validation (#21239)

  

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• FIX Do not use deprecated API in fetch_20newsgroups_vectorized (#21216)

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• FIX Improve best run detection in kmeans when n_init > 1 (#21195)

  

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• DOC Add Twitter in Community Section (#21241)

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• Use merge=union strategy for all version changelogs (#21235)

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• MNT move PR template to .github directory (#21229)

  

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• MAINT Fix chmod ±x in .sh and .pyx files (#21234)

  

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• FIX out of bound error in split_indices (#21130)

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• DOC Remove unused import from example (#21253)

  

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• MAINT Enable and run black on examples (#20502)

  

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• DOC Ensures that SplineTransformer passes numpydoc validation (#21248)

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• BLD Fixes osx build by downgrading to 11.X (#21227)

  

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• DOC Cross-link check_estimator and parametrize_with_checks (#21269)

  

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• DOC Clarify use_idf in TfidfTransformer/TfidfVectorizer docstrings (#21213)

  

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• DOC Ensures that SelfTrainingClassifier passes numpydoc validation (#21277)

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• DOC Remove some str/unicode leftovers from Python 2 (#21270)

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• MNT use new threadpoolctl API (global threadpool controller) (#21206)

  

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• FIX: tol in _spectral_embedding.py (#21194)

  

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• CI Adapt Circle CI script for ARM (#21174)

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• DOC Linear regression n_jobs doc update (#21258)

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• DOC updated variable name in KRR docstring (#21281)

  

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• DOC Specify Units for Mutual Information Metrics (#18641)

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• FIX raise error for max_df and min_df greater than 1 in Vectorizer (#20752)

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• DOC Ensures that PassiveAggressiveClassifier passes numpydoc validation (#21226)

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• DOC Display diagram to pipeline example (#18758)

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• MAINT Fix Check Manifest in CI (#21317)

  

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• DOC Remove _"mse"_ from `RandomForestRegression` docstring (#21306)

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• DOC rename multilabel to multiclass in Plot ROC subtitle (#21322)

  

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• DOC Remove deprecated loss function names from docstrings (#21314)

  

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• MAINT Adds running Black on examples to .git-blame-ignore-revs (#21275)

  

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• DOC Fixes logo and badge on PyPi's readme (#21222)

  

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• MNT Remove #!/usr/bin/python shebang in examples (#21246)

  

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• FIX set docstrings on sklearn.utils.fixes.threadpool_limits/info (#21338)

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• CI Switches Pillow to use main (#21342)

  

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• DOC improve build instructions to be friendlier to first time contributors (#21353)

  

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• CI Fixes test_rank_deficient_design (#21345)

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• MNT Use conda-forge instead of the main channel in CI (#21337)

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• DOC Ensures that TransformedTargetRegressor passes numpydoc validation (#21261)

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• DOC use conda-forge to create the environment in the installation docs (#21348)

  

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• DOC Ensures that QuadraticDiscriminantAnalysis passes numpydoc validation (#21346)

  

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• FIX Allows pipeline to pass through feature names (#21351)

  

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• DOC update documentation for DBSCAN and OPTICS (#21343)

  

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• DOC renew dead link to paper (#21372)

  

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• MAINT Shorten parametrized test names with long error messages (#21364)

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• DOC Doc fix for one_hot_encoder (#21074)

  

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• FIX Prevents segfault in SVC when internals are altered (#21336)

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• FIX avoid scalar/array boolean operation in _IffHasAttrDescriptor (#21145)

  

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• DOC ensures MultiTaskLasso passes numpydoc validation (#21363)

  

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• FIX CountVectorizer: check upper case in vocab only in fit (#21251)

  

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• DOC Ensures that OrthogonalMatchingPursuit passes numpydoc validation (#21296)

  

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• DOC fix hyperlinkg to MultiLabelBinarizer (#21331)

  

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• DOC Ensures that MultiLabelBinarizer passes numpydoc validation (#21315)

  

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• DOC Ensures that SparseRandomProjection passes numpydoc validation (#21297)

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• DOC Use :doi: and :arxiv: directives for references (#21099)

  

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• FIX compute y_std and y_cov properly with multi-target in GPR (#20761)

  

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• DOC typo in the dosctring of AdaBoostClassifier (#21379)

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• DOC Ensures that MultiTaskElasticNet passes numpydoc validation (#21381)

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• DOC Ensures that MultiTaskLassoCV passes numpydoc validation (#21256)

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• DOC Ensures that LabelPropagation passes numpydoc validation (#20991)

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• DOC Ensures that KNNImputer passes numpydoc validation (#21272)

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• DOC Ensures that LocallyLinearEmbedding passes numpydoc validation (#21273)

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• DOC highlight source of biases feature importances (#21384)

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• MAINT pin python version for source tarball builder [cd build] (#21386)

  

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• DOC improve wording of the F1 score as a harmonic mean (#21390)

  

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• DOC Ensures that SpectralBiclustering passes numpydoc validation (#21393)

  

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• Trim trailing whitespace

  

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• XFAIL test_linear_model_normalize_deprecation_message on macos (#21396)

  

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• MAINT consistent use of `print(__doc__)` in examples (#21307)

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• MNT fix changelog 1.0.1 (#21416)

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• MNT remove 1.1 changelog due to rebase conflict

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• bumpversion to 1.0.1

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• FIX delete feature_names_in_ when refitting on a ndarray (#21389)

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• Trigger wheel builder workflow: [cd build]

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• DOC Ensures that OrthogonalMatchingPursuitCV passes numpydoc validation (#21412)

  

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• DOC Ensures that PassiveAggressiveRegressor passes numpydoc validation (#21413)

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• DOC Ensures that MultiTaskElasticNetCV passes numpydoc validation (#21405)

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