Branch: refs/heads/iterativeimputer Home: https://github.com/scikit-learn/scikit-learn Commit: a79d44e4a444f9b639234daadf82351f5bd71689 https://github.com/scikit-learn/scikit-learn/commit/a79d44e4a444f9b639234daa... Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-09-16 (Sun, 16 Sep 2018) Changed paths: M sklearn/cluster/_optics_inner.pyx Log Message: ----------- FIX OPTICS Change quick_scan floating point comparison to isclose (#11929) Commit: 43c8563258c0f72414772b5260eabaa490643e73 https://github.com/scikit-learn/scikit-learn/commit/43c8563258c0f72414772b52... Author: Guillaume Lemaitre <g.lemaitre58@gmail.com> Date: 2018-09-16 (Sun, 16 Sep 2018) Changed paths: M conftest.py M sklearn/ensemble/tests/test_gradient_boosting.py Log Message: ----------- TST: skip test requiring internet using --skip-network (#12067) Commit: abbdc91e40c93fb35bd935b1e2b7f5aea2bd9d92 https://github.com/scikit-learn/scikit-learn/commit/abbdc91e40c93fb35bd935b1... Author: Zach Griffith <griffitzd@gmail.com> Date: 2018-09-16 (Sun, 16 Sep 2018) Changed paths: M doc/modules/svm.rst Log Message: ----------- DOC Fix description of SVC intercept_ shape in user guide (#12070) Commit: 6de7957d9775c935ed19b43772b3e5170c826b1c https://github.com/scikit-learn/scikit-learn/commit/6de7957d9775c935ed19b437... Author: Joan Massich <mailsik@gmail.com> Date: 2018-09-17 (Mon, 17 Sep 2018) Changed paths: M sklearn/tests/test_common.py Log Message: ----------- TST Ignore warnings in common test to avoid collection errors (#12093) Commit: efe7b8cc66d687cc333e314b3b8d139deca7b79e https://github.com/scikit-learn/scikit-learn/commit/efe7b8cc66d687cc333e314b... Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-09-17 (Mon, 17 Sep 2018) Changed paths: M sklearn/cluster/optics_.py M sklearn/cluster/tests/test_optics.py Log Message: ----------- DOC Fix optics metric issues (DOC and precomputed) (#12028) Commit: e616ee3cccf360f7e5767ade9dc01bc63ab107a5 https://github.com/scikit-learn/scikit-learn/commit/e616ee3cccf360f7e5767ade... Author: Joel Nothman <joel.nothman@gmail.com> Date: 2018-09-17 (Mon, 17 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst M doc/whats_new/v0.21.rst Log Message: ----------- DOC move OPTICS to 0.21 Commit: daaa2a5f777eee65816b855a1381128984ee1776 https://github.com/scikit-learn/scikit-learn/commit/daaa2a5f777eee65816b855a... Author: Erich Schubert <kno10@users.noreply.github.com> Date: 2018-09-17 (Mon, 17 Sep 2018) Changed paths: M sklearn/cluster/optics_.py Log Message: ----------- DOC Reword to avoid that people draw wrong conclusions (#12095) Commit: 8068b97e1dd3d3868a3466f21b73736d40ddc195 https://github.com/scikit-learn/scikit-learn/commit/8068b97e1dd3d3868a3466f2... Author: Roman Yurchak <rth.yurchak@pm.me> Date: 2018-09-17 (Mon, 17 Sep 2018) Changed paths: M .travis.yml M appveyor.yml M build_tools/travis/install.sh M build_tools/travis/test_script.sh M setup.cfg Log Message: ----------- MNT Only checks warnings on latest depedendencies versions in CI (#12048) Commit: b91cbda20dc6a683db8bea92f7bb901f9091e9a2 https://github.com/scikit-learn/scikit-learn/commit/b91cbda20dc6a683db8bea92... Author: Roman Yurchak <rth.yurchak@pm.me> Date: 2018-09-18 (Tue, 18 Sep 2018) Changed paths: M .circleci/config.yml M build_tools/circle/build_test_pypy.sh M conftest.py M sklearn/feature_extraction/tests/test_text.py M sklearn/tests/test_docstring_parameters.py Log Message: ----------- [MRG] MNT Re-enable PyPy CI (#12039) Commit: 8a5ff27e2f76721546d9df620679ec0b6e24463b https://github.com/scikit-learn/scikit-learn/commit/8a5ff27e2f76721546d9df62... Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-09-19 (Wed, 19 Sep 2018) Changed paths: M sklearn/ensemble/bagging.py Log Message: ----------- DOC BaggingRegressor missing default value for oob_score in docstring (#12108) Commit: f0532c54267af79a329ed5b24ee76c2182001a9b https://github.com/scikit-learn/scikit-learn/commit/f0532c54267af79a329ed5b2... Author: louib <louib@users.noreply.github.com> Date: 2018-09-20 (Thu, 20 Sep 2018) Changed paths: M doc/modules/feature_extraction.rst Log Message: ----------- DOC Removing quotes from variant names. (#12113) Commit: 84dd57b7b668352625354fdee9388a684d41f334 https://github.com/scikit-learn/scikit-learn/commit/84dd57b7b668352625354fde... Author: Oliver Rausch <oliverrausch@users.noreply.github.com> Date: 2018-09-20 (Thu, 20 Sep 2018) Changed paths: M sklearn/tests/test_metaestimators.py Log Message: ----------- [MRG] Update test_metaestimators to pass y parameter when calling score (#12089) Commit: e1cf0db5a7f0208f626586053ecaafda8545c1fa https://github.com/scikit-learn/scikit-learn/commit/e1cf0db5a7f0208f62658605... Author: Albert Thomas <albertthomas88@gmail.com> Date: 2018-09-20 (Thu, 20 Sep 2018) Changed paths: M sklearn/preprocessing/_encoders.py Log Message: ----------- DOC Update fit_transform docstring of OneHotEncoder (#12117) Commit: 0bbd935748c8af6b0681b7b2ee5aaaf8cf69eb50 https://github.com/scikit-learn/scikit-learn/commit/0bbd935748c8af6b0681b7b2... Author: Hanmin Qin <qinhanmin2005@sina.com> Date: 2018-09-20 (Thu, 20 Sep 2018) Changed paths: M sklearn/preprocessing/_encoders.py Log Message: ----------- DOC Typo in OneHotEncoder Commit: 81601fb4b8ca43b89e867ec038d9ba5a48d01a49 https://github.com/scikit-learn/scikit-learn/commit/81601fb4b8ca43b89e867ec0... Author: Dmitry Mottl <dmitry.mottl@gmail.com> Date: 2018-09-21 (Fri, 21 Sep 2018) Changed paths: M examples/compose/plot_column_transformer.py Log Message: ----------- Fix typo (#12126) Fix typo in `examples/compose/plot_column_transformer.py` Commit: 4035e60a6f0a0a2546bf0442ab603961c6a9cc4a https://github.com/scikit-learn/scikit-learn/commit/4035e60a6f0a0a2546bf0442... Author: Joris Van den Bossche <jorisvandenbossche@gmail.com> Date: 2018-09-21 (Fri, 21 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py M sklearn/compose/tests/test_column_transformer.py Log Message: ----------- [MRG +1] ColumnTransformer: store evaluated function column specifier during fit (#12107) Commit: 5d30b2dec62b5272437e5db3c6a7bb9c2af812b2 https://github.com/scikit-learn/scikit-learn/commit/5d30b2dec62b5272437e5db3... Author: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org> Date: 2018-09-22 (Sat, 22 Sep 2018) Changed paths: M sklearn/cluster/optics_.py Log Message: ----------- ENH (0.21) Make OPTICS more memory efficient when calling kneighbors (#12103) Commit: e81bcd509409704a9a44b398365428b6f7877221 https://github.com/scikit-learn/scikit-learn/commit/e81bcd509409704a9a44b398... Author: Sriharsha Hatwar <sriharsha02hatwar@gmail.com> Date: 2018-09-22 (Sat, 22 Sep 2018) Changed paths: M doc/developers/advanced_installation.rst M doc/developers/utilities.rst M doc/other_distributions.rst Log Message: ----------- Added the changes to remove the documentation support statements for Python 2 (#12083) Commit: 0c0a9e8406987fd53ccd705c3e455514c47c49c4 https://github.com/scikit-learn/scikit-learn/commit/0c0a9e8406987fd53ccd705c... Author: Sriharsha Hatwar <sriharsha02hatwar@gmail.com> Date: 2018-09-23 (Sun, 23 Sep 2018) Changed paths: M sklearn/ensemble/gradient_boosting.py Log Message: ----------- DOC Replaced the deprecated early_stopping parameter with n_iter_no_change. (#12133) Commit: e8ca4cd3c0bc40bc88351aee053a9b9c12e208c5 https://github.com/scikit-learn/scikit-learn/commit/e8ca4cd3c0bc40bc88351aee... Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-09-24 (Mon, 24 Sep 2018) Changed paths: M sklearn/covariance/elliptic_envelope.py M sklearn/covariance/empirical_covariance_.py M sklearn/covariance/robust_covariance.py M sklearn/covariance/shrunk_covariance_.py Log Message: ----------- [MRG] DOC covariance doctest examples (#12124) Commit: 755c7dda3885e52c3439fc5a50903408d642bc58 https://github.com/scikit-learn/scikit-learn/commit/755c7dda3885e52c3439fc5a... Author: Hanmin Qin <qinhanmin2005@sina.com> Date: 2018-09-24 (Mon, 24 Sep 2018) Changed paths: M sklearn/cluster/optics_.py Log Message: ----------- DOC (0.21) OPTICS Note the order of reachability_ and core_distances_ (#12132) Commit: 2d6603448a9d98212caaec9595b9b39067df54be https://github.com/scikit-learn/scikit-learn/commit/2d6603448a9d98212caaec95... Author: Nicolas Hug <contact@nicolas-hug.com> Date: 2018-09-24 (Mon, 24 Sep 2018) Changed paths: M doc/modules/tree.rst Log Message: ----------- DOC Removed duplicated doc in tree.rst (#11922) Commit: fc7d6e698668b983cee2867b1bf3c65f1384e4cf https://github.com/scikit-learn/scikit-learn/commit/fc7d6e698668b983cee2867b... Author: Olivier Grisel <olivier.grisel@ensta.org> Date: 2018-09-24 (Mon, 24 Sep 2018) Changed paths: M .circleci/config.yml M README.rst M examples/calibration/plot_compare_calibration.py M examples/classification/plot_classification_probability.py M examples/compose/plot_column_transformer_mixed_types.py M examples/compose/plot_digits_pipe.py M examples/ensemble/plot_feature_transformation.py M examples/ensemble/plot_voting_probas.py M examples/exercises/plot_digits_classification_exercise.py M examples/linear_model/plot_iris_logistic.py M examples/linear_model/plot_logistic.py M examples/linear_model/plot_logistic_l1_l2_sparsity.py M examples/linear_model/plot_logistic_path.py M examples/multioutput/plot_classifier_chain_yeast.py M examples/neural_networks/plot_rbm_logistic_classification.py Log Message: ----------- [MRG] Fix FutureWarnings in logistic regression examples (#12114) * Be more specific about logistic regression solver in examples * Use early stopped SGD (faster) and plot cross-validated error for best models * Fix LR solver in /plot_voting_probas.pyexamples/ensemble/plot_voting_probas.py * Fix LR solver & scale data in plot_digits_classification_exercise.py * Use saga solver in plot_logistic_l1_l2_sparsity.py * Use LBFGS solver in plot_iris_logistic.py * Use LBFGS in plot_logistic.py * Use SAGA solver for Logistic Regression Path example * Use LBFGS solver in plot_classifier_chain_yeast.py * Use LBFGS solver in plot_rbm_logistic_classification.py * typo * typo * Bump up pandas dependency to 0.17.1 * Bump up examples minimal deps to match pandas 0.17.1 * Fix figure layout for plot_digits_pipe.py * Version numbers are not decimal numbers * Set multinomial, no scaling to keep example simple, fix formatting of example doc * Missing plt.tight_layout() in plot_voting_probas.py * Missing plt.tight_layout() in plot_logistic.py Commit: 5431a1a9bfaf1927fade31492ac2b63423ad6384 https://github.com/scikit-learn/scikit-learn/commit/5431a1a9bfaf1927fade3149... Author: Guillaume Lemaitre <g.lemaitre58@gmail.com> Date: 2018-09-25 (Tue, 25 Sep 2018) Changed paths: M sklearn/model_selection/_split.py M sklearn/model_selection/tests/test_validation.py Log Message: ----------- BUG: check equality instead of identity in check_cv (#12155) Commit: f15ebb953b7b8971093962514187f447df4c716c https://github.com/scikit-learn/scikit-learn/commit/f15ebb953b7b897109396251... Author: Vinayak Mehta <vmehta94@gmail.com> Date: 2018-09-25 (Tue, 25 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py M sklearn/compose/tests/test_column_transformer.py Log Message: ----------- [MRG] Convert ColumnTransformer input list to numpy array (#12104) <!-- Thanks for contributing a pull request! Please ensure you have taken a look at the contribution guidelines: https://github.com/scikit-learn/scikit-learn/blob/master/CONTRIBUTING.md#pul... --> #### Reference Issues/PRs <!-- Example: Fixes #1234. See also #3456. Please use keywords (e.g., Fixes) to create link to the issues or pull requests you resolved, so that they will automatically be closed when your pull request is merged. See https://github.com/blog/1506-closing-issues-via-pull-requests --> Fixes #12096. #### What does this implement/fix? Explain your changes. Converts the input list for ColumnTransformer to a numpy array. Added a check inside `transform` and `fit_transform` to check if the input `X` is a list, if it is then it gets converted to a numpy array. #### Any other comments? Should this conversion be documented in the docstrings for ColumnTransfomer's `fit`, `transform` and `fit_transform`? <!-- Please be aware that we are a loose team of volunteers so patience is necessary; assistance handling other issues is very welcome. We value all user contributions, no matter how minor they are. If we are slow to review, either the pull request needs some benchmarking, tinkering, convincing, etc. or more likely the reviewers are simply busy. In either case, we ask for your understanding during the review process. For more information, see our FAQ on this topic: http://scikit-learn.org/dev/faq.html#why-is-my-pull-request-not-getting-any-.... Thanks for contributing! --> Commit: 661a8b42bd93a4b77a14d89aa7b96c2df158cf9d https://github.com/scikit-learn/scikit-learn/commit/661a8b42bd93a4b77a14d89a... Author: Jan Koch <Jan.Koch@tu-dortmund.de> Date: 2018-09-25 (Tue, 25 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py M sklearn/compose/tests/test_column_transformer.py Log Message: ----------- add sparse_threshold to make_columns_transformer (#12152) fixes issue #12149 Commit: e58f366e034bcb284efe15ab04117a0ed67af80b https://github.com/scikit-learn/scikit-learn/commit/e58f366e034bcb284efe15ab... Author: janvanrijn <janvanrijn@gmail.com> Date: 2018-09-25 (Tue, 25 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py M sklearn/compose/tests/test_column_transformer.py Log Message: ----------- ColumnTransformer generalization to work on empty lists (#12084) Commit: 09851aca9efb51d6a7e48a42b3fe32bf3b63b73e https://github.com/scikit-learn/scikit-learn/commit/09851aca9efb51d6a7e48a42... Author: Joris Van den Bossche <jorisvandenbossche@gmail.com> Date: 2018-09-25 (Tue, 25 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py M sklearn/compose/tests/test_column_transformer.py Log Message: ----------- TST update make_column_transformer test + add comment (#12156) Follow-up on https://github.com/scikit-learn/scikit-learn/pull/12152 And added comment why transformer_weights is not passed through, see https://github.com/scikit-learn/scikit-learn/pull/11183#pullrequestreview-12... for more discussion Commit: 9427c36f5480737ef598781d8e0ffaa0a51e63db https://github.com/scikit-learn/scikit-learn/commit/9427c36f5480737ef598781d... Author: Dougal J. Sutherland <dougal@gmail.com> Date: 2018-09-25 (Tue, 25 Sep 2018) Changed paths: M sklearn/metrics/pairwise.py Log Message: ----------- coef0 is a float, not an int (#12161) Commit: db5abae2d46aedded75d81328cdb7c3130128915 https://github.com/scikit-learn/scikit-learn/commit/db5abae2d46aedded75d8132... Author: Joris Van den Bossche <jorisvandenbossche@gmail.com> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M doc/themes/scikit-learn/layout.html Log Message: ----------- DOC: update link to other versions (#12158) Commit: c94639197cb328744c48290e867ed942bd2853e1 https://github.com/scikit-learn/scikit-learn/commit/c94639197cb328744c48290e... Author: Andreas Mueller <t3kcit@gmail.com> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- DOC added 0.20 contributors to whats new. (#12160) Commit: e63feeb91eb90cd2272193b4b6cb89f7d9d6caf1 https://github.com/scikit-learn/scikit-learn/commit/e63feeb91eb90cd2272193b4... Author: Hanmin Qin <qinhanmin2005@sina.com> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py Log Message: ----------- DOC More specific about the limitation of make_column_transformer (#12163) Commit: b886da5d3dc80ecc1cc7002af2f15f60882bf186 https://github.com/scikit-learn/scikit-learn/commit/b886da5d3dc80ecc1cc7002a... Author: Joel Nothman <joel.nothman@gmail.com> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M sklearn/compose/_column_transformer.py Log Message: ----------- MAINT update comment Commit: b915ca6fd8896928ec513197b25b099683c74170 https://github.com/scikit-learn/scikit-learn/commit/b915ca6fd8896928ec513197... Author: Hanmin Qin <qinhanmin2005@sina.com> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M sklearn/model_selection/tests/test_validation.py Log Message: ----------- MNT Avoid using "is" when comparing strings (#12168) Commit: fe05e797ff88915efc1b02c3a3912a2c57350fab https://github.com/scikit-learn/scikit-learn/commit/fe05e797ff88915efc1b02c3... Author: Olivier Grisel <olivier.grisel@ensta.org> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M sklearn/cluster/mean_shift_.py Log Message: ----------- OPTIM remove useless overhead caused by nested parallelism in mean_shift (#12159) Commit: 6463406490888f0695eaa58573423fae9a397d14 https://github.com/scikit-learn/scikit-learn/commit/6463406490888f0695eaa585... Author: Hanmin Qin <qinhanmin2005@sina.com> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M examples/gaussian_process/plot_gpr_co2.py Log Message: ----------- MNT Unused import in plot_gpr_co2.py Commit: 7d72720ee87b26019b41a78e046df077ac77da56 https://github.com/scikit-learn/scikit-learn/commit/7d72720ee87b26019b41a78e... Author: Olivier Grisel <olivier.grisel@ensta.org> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M sklearn/linear_model/sgd_fast.pyx M sklearn/linear_model/stochastic_gradient.py M sklearn/linear_model/tests/test_sgd.py Log Message: ----------- [MRG] Crash when using SGDClassifier with early stopping in a parallel grid search (#12122) Commit: 86931ad6d2d452ba8073af1b4a8ccf42a900c02c https://github.com/scikit-learn/scikit-learn/commit/86931ad6d2d452ba8073af1b... Author: Olivier Grisel <olivier.grisel@ensta.org> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- Dedicate the release to Raghav Commit: 42072255ec974ab7e3813f623cbbaaac9352e67d https://github.com/scikit-learn/scikit-learn/commit/42072255ec974ab7e3813f62... Author: Olivier Grisel <olivier.grisel@ensta.org> Date: 2018-09-26 (Wed, 26 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- DOC start section for the 0.20.1 bugfix notes (#12170) Commit: dbfd872be4d68a6d824bd81ace09420383bf2d7b https://github.com/scikit-learn/scikit-learn/commit/dbfd872be4d68a6d824bd81a... Author: Joel Nothman <joel.nothman@gmail.com> Date: 2018-09-27 (Thu, 27 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- DOC add a known issue entry for euclidean_distances precision (#12176) Commit: 88b49e5caf01ee8e6d803f8daca2bf1666219b0b https://github.com/scikit-learn/scikit-learn/commit/88b49e5caf01ee8e6d803f8d... Author: Thomas Moreau <thomas.moreau.2010@gmail.com> Date: 2018-09-27 (Thu, 27 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst M sklearn/neighbors/base.py M sklearn/neighbors/tests/test_neighbors.py Log Message: ----------- Fix parallel backend neighbors (#12172) Commit: a11154e727ca17be64090083849c564eb4ffbeac https://github.com/scikit-learn/scikit-learn/commit/a11154e727ca17be64090083... Author: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org> Date: 2018-09-27 (Thu, 27 Sep 2018) Changed paths: M sklearn/metrics/pairwise.py M sklearn/metrics/tests/test_pairwise.py M sklearn/utils/tests/test_validation.py M sklearn/utils/validation.py Log Message: ----------- [MRG] improve check_non_negative for sparse matrices (#12106) Commit: da0cb32270ce18963799906a8a0a75216749e21c https://github.com/scikit-learn/scikit-learn/commit/da0cb32270ce18963799906a... Author: Joel Nothman <joel.nothman@gmail.com> Date: 2018-09-27 (Thu, 27 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst M sklearn/utils/class_weight.py M sklearn/utils/tests/test_class_weight.py Log Message: ----------- FIX Use take instead of choose in compute_sample_weight (#12165) Commit: d88bef17eaa9d81e152c8b914fad7cf45f5e8393 https://github.com/scikit-learn/scikit-learn/commit/d88bef17eaa9d81e152c8b91... Author: Hanmin Qin <qinhanmin2005@sina.com> Date: 2018-09-27 (Thu, 27 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- DOC Add sections to whats new 0.20.1 (#12183) Commit: 2e2e69d412b205a6cb65dae964e6da2639e26803 https://github.com/scikit-learn/scikit-learn/commit/2e2e69d412b205a6cb65dae9... Author: haroldfox <harold.fox@gmail.com> Date: 2018-09-28 (Fri, 28 Sep 2018) Changed paths: M sklearn/neighbors/kde.py Log Message: ----------- DOC KDE normalisation clarified (#11275) Commit: 819d8ef8b7532dac0f7cb00f5d3905eed9237b90 https://github.com/scikit-learn/scikit-learn/commit/819d8ef8b7532dac0f7cb00f... Author: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org> Date: 2018-09-28 (Fri, 28 Sep 2018) Changed paths: M doc/whats_new/v0.20.rst M doc/whats_new/v0.21.rst M sklearn/cluster/dbscan_.py M sklearn/cluster/tests/test_dbscan.py Log Message: ----------- [MRG] Fix diagonal in DBSCAN with precomputed sparse neighbors graph (#12105) Commit: ea521615803f78b2ffcbbbd3792700a626cc5f99 https://github.com/scikit-learn/scikit-learn/commit/ea521615803f78b2ffcbbbd3... 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Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-09-28 (Fri, 28 Sep 2018) Changed paths: M sklearn/model_selection/_search.py M sklearn/model_selection/tests/test_search.py Log Message: ----------- BaseSearchCV._run_search raises NotImplementedError instead of being an abstractmethod (#12182) * _run_search raises NotImplementedError instead of being and abstractmethod * add error message * test for a BaseSearchCV child w/o a _run_search * make the test python2 compatible, still in 0.20 zone. * specify cv in tests not to trigger the related FutureWarning * PEP8 Commit: 2cf145d4f36d74b2f3c26313db904fa2b5f561a3 https://github.com/scikit-learn/scikit-learn/commit/2cf145d4f36d74b2f3c26313... 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Author: Xing Han Lu <xhlperso@gmail.com> Date: 2018-10-03 (Wed, 03 Oct 2018) Changed paths: M doc/modules/svm.rst Log Message: ----------- [MRG] Added Tips in SVM user guide for tuning C parameter in LinearSVC and LinearSVR (#12185) * Added Tip for tuning C parameter in LinearSVC/SVR * Added reference about performance improvement * Clearer explanation about large C values * Update svm.rst Commit: da858158bde28f2ceb9982d57cf2ef9636039c3f https://github.com/scikit-learn/scikit-learn/commit/da858158bde28f2ceb9982d5... Author: Roman Yurchak <rth.yurchak@pm.me> Date: 2018-10-03 (Wed, 03 Oct 2018) Changed paths: M doc/whats_new/v0.21.rst Log Message: ----------- DOC what's new entry for "Fix numpy.int overflow in make_classification #10811" Commit: 3e5777a0bda66d787397aafbe0f01825c8bc65f7 https://github.com/scikit-learn/scikit-learn/commit/3e5777a0bda66d787397aafb... 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Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-10-04 (Thu, 04 Oct 2018) Changed paths: M doc/whats_new/v0.20.rst M sklearn/compose/_column_transformer.py M sklearn/compose/tests/test_column_transformer.py Log Message: ----------- [MRG+1] ColumnTransformer fix having mixed types in a single passthrough (#12200) * fix having mixed types in a single passthrough * use check_array * add comment * Reference the relevant issue in the test * don't force finite on check_array * add the whats_new entry * modify whats_new entry for a [probably] better description. * raise a value error if columns can't be stacked. * test the custom ValueError * take sparse.hstack out of try/catch * improve whats_new entry * add comment for the dtype conversion * change the tests to use an np of dtype 'O' instead Commit: b7259218322d8b7ef1ba0fcd36d1eb122e3091e5 https://github.com/scikit-learn/scikit-learn/commit/b7259218322d8b7ef1ba0fcd... 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Author: Erich Schubert <kno10@users.noreply.github.com> Date: 2018-10-07 (Sun, 07 Oct 2018) Changed paths: M sklearn/cluster/optics_.py Log Message: ----------- ENH (0.21) Remember predecessor in OPTICS (#12135) This will allow filtering the extracted clusters, in order to improve quality (see Schubert and Gertz 2018) Commit: 2020867b8ffa6325a386591fa8dfcf62ad3128ff https://github.com/scikit-learn/scikit-learn/commit/2020867b8ffa6325a386591f... Author: Adrin Jalali <adrin.jalali@gmail.com> Date: 2018-10-07 (Sun, 07 Oct 2018) Changed paths: M sklearn/cluster/optics_.py M sklearn/cluster/tests/test_optics.py Log Message: ----------- FIX (0.21) OPTICS correctly handle multiple infs in reachability array. (#12029) Commit: 63e5ae6319285c44b1a9519aa6acd9006c82a10a https://github.com/scikit-learn/scikit-learn/commit/63e5ae6319285c44b1a9519a... Author: Oleksandr Pavlyk <oleksandr-pavlyk@users.noreply.github.com> Date: 2018-10-07 (Sun, 07 Oct 2018) Changed paths: M sklearn/mixture/tests/test_gaussian_mixture.py Log Message: ----------- TST Use same random seeds for both GaussianMixture.fit (#12307) Commit: d854b45e544960792bb9eee6e801d642e146a839 https://github.com/scikit-learn/scikit-learn/commit/d854b45e544960792bb9eee6... 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