Mailman 3 June 2018 - Scikit-learn-commits

[scikit-learn/scikit-learn] e4b40c: DOC More what's new highlights
by GitHub June 22, 2018

June 22, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: e4b40cc2a394692592ebb181e480bd8ae9eb897d https://github.com/scikit-learn/scikit-learn/commit/e4b40cc2a394692592ebb18… Author: Joel Nothman <joel.nothman(a)gmail.com> Date: 2018-06-22 (Fri, 22 Jun 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- DOC More what's new highlights **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] e3cf02: DOC: Version added positivity in dict_learning (#...
by GitHub June 22, 2018

June 22, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: e3cf0202c9cf5dd296cac96008f149eac37c9af1 https://github.com/scikit-learn/scikit-learn/commit/e3cf0202c9cf5dd296cac96… Author: jakirkham <jakirkham(a)gmail.com> Date: 2018-06-22 (Fri, 22 Jun 2018) Changed paths: M doc/whats_new/v0.20.rst M sklearn/decomposition/dict_learning.py Log Message: ----------- DOC: Version added positivity in dict_learning (#11341) **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] 08f04d: FIX Normalization of feature_importances_ in gradi...
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 08f04d95261d989b26683d0ba5bad4c8eb7c3040 https://github.com/scikit-learn/scikit-learn/commit/08f04d95261d989b26683d0… Author: Gil Forsyth <gforsyth(a)users.noreply.github.com> Date: 2018-06-22 (Fri, 22 Jun 2018) Changed paths: M doc/modules/ensemble.rst M doc/whats_new/v0.20.rst M sklearn/ensemble/gradient_boosting.py M sklearn/ensemble/tests/test_gradient_boosting.py Log Message: ----------- FIX Normalization of feature_importances_ in gradient boosting (#11176) **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] c1bc66: ENH ignore NaNs in PowerTransformer (#11306)
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: c1bc6659589175d98a6af048ccf1d7e98124ace9 https://github.com/scikit-learn/scikit-learn/commit/c1bc6659589175d98a6af04… Author: Guillaume Lemaitre <g.lemaitre58(a)gmail.com> Date: 2018-06-22 (Fri, 22 Jun 2018) Changed paths: M doc/whats_new/v0.20.rst M sklearn/preprocessing/data.py M sklearn/preprocessing/tests/test_common.py M sklearn/utils/estimator_checks.py M sklearn/utils/fixes.py Log Message: ----------- ENH ignore NaNs in PowerTransformer (#11306) **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] e55589: DOC highlights in what's new
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: e5558934984cfb7249444f9b09b9055626e07804 https://github.com/scikit-learn/scikit-learn/commit/e5558934984cfb7249444f9… Author: Joel Nothman <joel.nothman(a)gmail.com> Date: 2018-06-22 (Fri, 22 Jun 2018) Changed paths: M doc/whats_new/v0.20.rst Log Message: ----------- DOC highlights in what's new And other minor changes **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] 6ce497: [MRG] ENH: Optional positivity constraints on the ...
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 6ce497c3bc993d39e8cca79c8827b7f7871132a9 https://github.com/scikit-learn/scikit-learn/commit/6ce497c3bc993d39e8cca79… Author: jakirkham <jakirkham(a)gmail.com> Date: 2018-06-21 (Thu, 21 Jun 2018) Changed paths: M doc/modules/decomposition.rst M examples/decomposition/plot_faces_decomposition.py M sklearn/decomposition/dict_learning.py M sklearn/decomposition/tests/test_dict_learning.py Log Message: ----------- [MRG] ENH: Optional positivity constraints on the dictionary and sparse code (#6374) * ENH: Add positivity option for code and dictionary Provides an option for dictionary learning to positively constrain the dictionary and the sparse code. This is useful in applications of dictionary learning where the data is know to be positive (e.g. images), but the sparsity constraint that dictionary learning has is better suited for factorizing the data in contrast to other positively constrained factorization techniques like NMF, which may not be similarly sparse. * TST: Test positivity with code and dictionary Ensure that when the positivity constraint is applied that the dictionary and code end up having only positive values in the respective results depending on whether dictionary and/or code are positively constrained. * DOC: Positivity constraints dictionary learning Shows the various positivity constraints on dictionary learning and what the results of these look like using a Red to Blue color map. These are included in the examples and also in the docs below dictionary learning. All of these use the Olivetti faces as a training set. **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] 571846: [MRG] ENH: Ignore NaNs in StandardScaler and scale...
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 5718466bb5fac8fd0259127122e1107f31d79297 https://github.com/scikit-learn/scikit-learn/commit/5718466bb5fac8fd0259127… Author: Guillaume Lemaitre <g.lemaitre58(a)gmail.com> Date: 2018-06-21 (Thu, 21 Jun 2018) Changed paths: M doc/whats_new/v0.20.rst M sklearn/decomposition/incremental_pca.py M sklearn/preprocessing/data.py M sklearn/preprocessing/tests/test_common.py M sklearn/preprocessing/tests/test_data.py M sklearn/utils/estimator_checks.py M sklearn/utils/extmath.py M sklearn/utils/sparsefuncs.py M sklearn/utils/sparsefuncs_fast.pyx M sklearn/utils/tests/test_extmath.py M sklearn/utils/tests/test_sparsefuncs.py Log Message: ----------- [MRG] ENH: Ignore NaNs in StandardScaler and scale (#11206) **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] fdb3c7: [MRG] DOC encourage contributors to look at relate...
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: fdb3c7c556f6243817f02922c78dd8ae4420d8ad https://github.com/scikit-learn/scikit-learn/commit/fdb3c7c556f6243817f0292… Author: Joel Nothman <joel.nothman(a)gmail.com> Date: 2018-06-21 (Thu, 21 Jun 2018) Changed paths: M doc/developers/contributing.rst Log Message: ----------- [MRG] DOC encourage contributors to look at related projects too (#11335) **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] 147640: [MRG] DOC fix some sphinx warnings (#11241)
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 14764061f81b4db311faebe4dc8b2615d8750f29 https://github.com/scikit-learn/scikit-learn/commit/14764061f81b4db311faebe… Author: Joel Nothman <joel.nothman(a)gmail.com> Date: 2018-06-21 (Thu, 21 Jun 2018) Changed paths: M build_tools/circle/list_versions.py M doc/conf.py M doc/datasets/covtype.rst M doc/datasets/kddcup99.rst M doc/developers/advanced_installation.rst M doc/developers/contributing.rst M doc/developers/tips.rst M doc/documentation.rst M doc/faq.rst M doc/glossary.rst M doc/modules/compose.rst M doc/modules/pipeline.rst M doc/support.rst M doc/testimonials/testimonials.rst M examples/README.txt M examples/calibration/plot_compare_calibration.py M examples/ensemble/plot_gradient_boosting_early_stopping.py M examples/ensemble/plot_isolation_forest.py M examples/svm/plot_separating_hyperplane_unbalanced.py M sklearn/compose/_target.py M sklearn/covariance/elliptic_envelope.py M sklearn/datasets/california_housing.py M sklearn/datasets/covtype.py M sklearn/datasets/lfw.py M sklearn/datasets/mlcomp.py M sklearn/datasets/rcv1.py M sklearn/datasets/twenty_newsgroups.py M sklearn/ensemble/iforest.py M sklearn/ensemble/voting_classifier.py M sklearn/linear_model/coordinate_descent.py M sklearn/linear_model/logistic.py M sklearn/metrics/classification.py M sklearn/metrics/cluster/supervised.py M sklearn/metrics/cluster/unsupervised.py M sklearn/mixture/gaussian_mixture.py M sklearn/model_selection/_search.py M sklearn/model_selection/_validation.py M sklearn/multioutput.py M sklearn/neighbors/lof.py M sklearn/svm/classes.py M sklearn/utils/extmath.py Log Message: ----------- [MRG] DOC fix some sphinx warnings (#11241) **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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[scikit-learn/scikit-learn] 73b7d0: MAINT update CategoricalEncoder into OneHotEncoder...
by GitHub June 21, 2018

June 21, 2018

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 73b7d078a1f4614d955facec8166a14a759e22d7 https://github.com/scikit-learn/scikit-learn/commit/73b7d078a1f4614d955face… Author: Tom Dupré la Tour <tom.dupre-la-tour(a)m4x.org> Date: 2018-06-21 (Thu, 21 Jun 2018) Changed paths: M examples/compose/plot_column_transformer_mixed_types.py Log Message: ----------- MAINT update CategoricalEncoder into OneHotEncoder in example **NOTE:** This service been marked for deprecation: https://developer.github.com/changes/2018-04-25-github-services-deprecation/ Functionality will be removed from GitHub.com on January 31st, 2019.

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