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0.22.1 release branch#15998

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Jan 2, 2020

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• DOC fixed default values in dbscan (#15753)

  

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• DOC fix incorrect branch reference in contributing doc (#15779)

  

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• DOC relabel Feature -> Efficiency in change log (#15770)

  

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• DOC fixed Birch default value (#15780)

  

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• STY Minior change on code padding in website theme (#15768)

  

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• DOC Fix yticklabels order in permutation importances example (#15799)

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• STY Update wrapper width (#15793)

  

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• DOC Long sentence was hard to parse and ambiguous in _classification.py (#15769)

  

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• DOC Removed duplicate 'classes_' attribute in Naive Bayes classifiers (#15811)

  

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• BUG Fixes pandas dataframe bug with boolean dtypes (#15797)

  

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• BUG Returns only public estimators in all_estimators (#15380)

  

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• DOC improve doc for multiclass and types_of_target (#15333)

  

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• TST Increases tol for check_pca_float_dtype_preservation assertion (#15775)

  

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• update _alpha_grid class in _coordinate_descent.py (#15835)

  

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• FIX Explicit conversion of ndarray to object dtype. (#15832)

  

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• BLD Parallelize sphinx builds on circle ci (#15745)

  

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• DOC correct url for preprocessing (#15853)

  

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• MNT avoid generating too many cross links in examples (#15844)

  

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• DOC Correct wrong doc in precision_recall_fscore_support (#15833)

  

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• DOC add comment in check_pca_float_dtype_preservation (#15819)

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• DOC correct indents in docstring _split.py (#15843)

  

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• DOC fix docstring of KMeans based on sklearn guideline (#15754)

  

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• DOC fix docstring of AgglomerativeClustering based on sklearn guideline (#15764)

  

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• DOC fix docstring of AffinityPropagation based on sklearn guideline (#15777)

  

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• DOC fixed SpectralCoclustering and SpectralBiclustering docstrings following sklearn guideline (#15778)

  

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• DOC fix FeatureAgglomeration and MiniBatchKMeans docstring following sklearn guideline (#15809)

  

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• TST Specify random_state in test_cv_iterable_wrapper (#15829)

  

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• DOC Include LinearSV{C, R} in models that support sample_weights (#15871)

  

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• DOC correct some indents (#15875)

  

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• DOC Fix documentation of default values in tree classes (#15870)

  

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• DOC fix typo in docstring (#15887)

  

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• DOC FIX default value for xticks_rotation in plot_confusion_matrix (#15890)

  

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• Fix imports in pip3 ubuntu by suffixing affected files (#15891)

  

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• MNT Raise erorr when normalize is invalid in confusion_matrix (#15888)

  

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• [MRG] DOC Increases search results for API object results (#15574)

  

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• MNT Ignores warning in pyamg for deprecated scipy.random (#15914)

  

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• DOC Instructions to troubleshoot Windows path length limit (#15916)

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• DOC add versionadded directive to some estimators (#15849)

  

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• DOC clarify doc-string of roc_auc_score and add references (#15293)

  

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• MNT Adds skip lint to azure pipeline CI (#15904)

  

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• BLD Fixes bug when building with NO_MATHJAX=1 (#15892)

  

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• [MRG] BUG Checks to number of axes in passed in ax more generically (#15760)

  

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• EXA Minor fixes in plot_sparse_logistic_regression_20newsgroups.py (#15925)

  

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• BUG Do not shadow public functions with deprecated modules (#15846)

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• Import sklearn._distributor_init first (#15929)

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• DOC Fix typos, via a Levenshtein-style corrector (#15923)

  

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• DOC in canned comment, mention that PR title becomes commit me… (#15935)

  

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• DOC/EXA Correct spelling of "Classification" (#15938)

  

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• BUG fix pip3 ubuntu update by suffixing file (#15928)

  

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• [MRG] Ways to compute center_shift_total were different in "full" and "elkan" algorithms. (#15930)

  

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• TST Fixes integer test for train and test indices (#15941)

  

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• BUG ensure that parallel/sequential give the same permutation importances (#15933)

  

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• Formatting fixes in changelog (#15944)

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• MRG FIX: order of values of self.quantiles_ in QuantileTransformer (#15751)

  

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• [MRG] BUG Fixes constrast in plot_confusion_matrix (#15936)

  

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• BUG use zero_division argument in classification_report (#15879)

  

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• DOC change logreg solver in plot_logistic_path (#15927)

  

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• DOC fix whats new ordering (#15961)

  

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• COSMIT use np.iinfo to define the max int32 (#15960)

  

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• DOC Apply numpydoc validation to VotingRegressor methods (#15969)

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• DOC improve naive_bayes.py documentation (#15943)

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• DOC Fix default values in Perceptron documentation (#15965)

  

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• DOC Improve default values in logistic documentation (#15966)

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• DOC Improve documentation of default values for imputers (#15964)

  

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• EXA/MAINT Simplify code in manifold learning example (#15949)

  

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• DOC Improve default values in SGD documentation (#15967)

  

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• DOC Improve defaults in neural network documentation (#15968)

  

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• FIX use safe_sparse_dot for callable kernel in LabelSpreading (#15868)

  

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• BUG Adds attributes back to check_is_fitted (#15947)

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• DOC update check_is_fitted what's new

  

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• DOC change python-devel to python3-devel for yum. (#15986)

  

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• DOC Correct the default value of values_format in plot_confusion_matrix (#15981)

  

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• [MRG] MNT Updates pypy to use 7.2.0 (#15954)

  

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• FIX Add missing 'values_format' param to disp.plot() in plot_confusion_matrix (#15937)

  

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• FIX support scalar values in fit_params in SearchCV (#15863)

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• Remove abstractmethod that silently brake downstream packages (#15996)

  

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• FIX restore BaseNB._check_X without abstractmethod decoration (#15997)

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• Update v0.22 changelog for 0.22.1 (#16002)

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• STY Removes hidden scroll bar (#15999)

  

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• Flake8 fixes

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• Fix: remove left-over lines that should have been deleted during conflict resolution when rebasing

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• Fix missing imports

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• Update version

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• Fix test_check_is_fitted

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• Make test_sag_regressor_computed_correctly deterministic (#16003)

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