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Release 0.20.3#13186

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• DOC version and news for 0.20.3

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• DOC Shorten and improve CONTRIBUTING.md (#12801)

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• DOC Document that fetch_20newsgroups also returns target_names (#12783)

  

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• DOC Resolve a missing link on the home page (#12847)

  

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• DOC Fixed typo in contributors guide (#12868)

  

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• DOC add sentence about line length of rst files (#12883)

  

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• DOC link to dev docs instead of contributing docs in the menu (#12885)

  

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• DOC Added tips for reading the code base (#12874)

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• DOC Fix typo in glossary.rst (#12913)

  

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• DOC How to deal with stalled PR (#12894)

  

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• DOC Update note on code contribution: use issue tracker not mailing list (#12917)

  

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• DOC: add install mode to contribute (#12850)

  

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• DOC update SVR plot point size and color (#12877)

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• DOC references for probabilistic SVC (#12859)

  

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• DOC mention handlng of empty bins in calibration_curve docstring (#12926)

  

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• DOC clarification to base.OutlierMixin.fit_predict method docstring (#12954)

  

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• DOC Mention StandardScaler ddof (#12950)

  

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• DOC improved example plot in plot_lda_qda.py (#12942)

  

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• FIX deprecation handling in OneHotEncoder for categorical_features + handle_unknown='ignore' case (#12923)

  

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• DOC on parallelisation of custom scorer (#12813)

  

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• FIX 'MultiTaskLasso' object has no attribute 'coef_' when warm_start = True (#12361)

  

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• DOC improve tfidfvectorizer documentation (#12822)

  

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• FIX parallelisation of kmeans clustering (#12955)

  

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• DOC: Fixes link (#12996)

  

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• DOC Update contributing style (#12998)

  

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• DOC Label Spreading clumping factor must be in (0, 1) (#13015)

  

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• FIX Parallelisation of decomposition/sparse_encode (#13005)

  

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• FIX Convert the negative indices to positive ones in ColumnTransformer._get_column_indices (#13017)

  

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• DOC Move datasets.mldata_filename to deprecated section in classes.rst

  

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• DOC Remove outdated doc in KBinsDiscretizer (#13047)

  

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• DOC Remove outdated doc in KBinsDiscretizer

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• DOC Correct TF-IDF formula in TfidfTransformer comments. (#13054)

  

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• FIX an issue w/ large sparse matrix indices in CountVectorizer (#11295)

  

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• DOC More details about the attributes in MinMaxScaler (#13029)

  

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• MNT do not call fit twice in TransformedTargetetRegressor (#11641)

  

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• FIX add support for non numeric values in MissingIndicator (#13046)

  

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• DOC change from 'means_prior' to 'mean_prior' in BayesianGaussianMixture (#13090)

  

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• [MRG] DOC Adds explicit reference to clang (#13093)

  

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• DOC Refer to ONNX (#13095)

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• [MRG] DOC Adds _pairwise property to dev docs (#13094)

  

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• DOC Correct code example in doc/developers/contributing.rst (#13098)

  

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• DOC better doc for SGDClassifier.partial_fit (#12767)

  

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• DOC Formatting issue in calibration_curve

  

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• FIX Ensure sorted bin_edges from kmeans strategy of KBinsDiscretizer (#13135)

  

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• DOC Remove attribute from DummyClassifier and DummyRegressor, as they are not implemented (#13139)

  

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• DOC removed false claim about mandatory parameter (#13150)

  

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• MNT avoid comparing to string with is

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• TST Use match instead of message in pytest.raises (#12933)

  

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• TST More tolerance in float equality for 0 bandwidth (#13130)

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• Revert "[MRG] DOC Adds explicit reference to clang (#13093)"

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• DOC better explain bootstrap option in forests and bagging (#12875)

  

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• EXA Fix several DeprecationWarning: invalid escape sequence in examples (#12924)

  

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• EXA Use cv=5 instead of cv=10 in plot_validation_curve.py (#12929)

  

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• EXA Improve example plot_svm_anova.py (#11731)

  

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• EXA plot_confusion_matrix example breaks down if not all classes present (#13126)

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Commits on Feb 20, 2019

• BLD circle-ci should only run/build plot_* files (#12797)

  

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• DOC bad link in ParameterGrid documentation (#12828)

  

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• DOC Add schematics for cross-validation and grid search (#12281) (#12499)

  

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• docstring fix X in predict/predict_proba (#13004)

  

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• DOC Minor changes to FastICA G function (#13116)

  

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• FIX Remove bins whose width <= 1e-8 with a warning in KBinsDiscretizer (#13165)

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• DOC Change CountVectorizer(...lambda..) to OneHotEncoder() in ColumnTransformer examples (#13212)

  

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• FIX Correct the definition of gamma=`scale` in svm (#13221)

  

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• RFC Governance Document (#12878)

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• TST: test was relying on arch-dependent casting of NaN (#13265)

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• Fix test_svmlight_format.py::test_dump on ARM (#13263)

  

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Commits on Feb 27, 2019

• [MRG] Fix bug in graph lasso when n_features=2 (#13276)

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• correct bad merge

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Commits on Feb 28, 2019

• FIX Hotfix Skip non deterministic tests on PowerPC (#13323)

  

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• DOC + contributor list

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• MAINT Updating _arff.py to v2.4.0 (#13109)

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• MNT Memory usage of OpenML fetcher: use generator from arff (#13312)

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• DOC Add what's new for #13312

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Commits on Mar 1, 2019

• Avoid collections.abc for py2

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