Mailman 3 July 2019 - Scikit-learn-commits

[scikit-learn/scikit-learn] 67130a: FIX IndexError due to imprecision in KMeans++ (#11...
by Joel Nothman July 18, 2019

July 18, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 67130a583206f0ccf2f5a224129bdf90b2c5ece7 https://github.com/scikit-learn/scikit-learn/commit/67130a583206f0ccf2f5a22… Author: Joel Nothman <joel.nothman(a)gmail.com> Date: 2019-07-18 (Thu, 18 Jul 2019) Changed paths: M sklearn/cluster/k_means_.py Log Message: ----------- FIX IndexError due to imprecision in KMeans++ (#11756)

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[scikit-learn/scikit-learn] dc9955: [MRG] Adds multiclass ROC AUC (#12789)
by Thomas J Fan July 17, 2019

July 17, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: dc9955b5d4fde7c9d28c9ae9a7372a25caf12794 https://github.com/scikit-learn/scikit-learn/commit/dc9955b5d4fde7c9d28c9ae… Author: Thomas J Fan <thomasjpfan(a)gmail.com> Date: 2019-07-17 (Wed, 17 Jul 2019) Changed paths: M doc/modules/model_evaluation.rst M doc/whats_new/v0.22.rst M examples/model_selection/plot_roc.py M sklearn/metrics/base.py M sklearn/metrics/ranking.py M sklearn/metrics/scorer.py M sklearn/metrics/tests/test_common.py M sklearn/metrics/tests/test_ranking.py M sklearn/metrics/tests/test_score_objects.py Log Message: ----------- [MRG] Adds multiclass ROC AUC (#12789)

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[scikit-learn/scikit-learn] d1c52f: [MRG] Adds Permutation Importance (#13146)
by Thomas J Fan July 17, 2019

July 17, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: d1c52f402c89586ff66c2ec6e86f794da7715a18 https://github.com/scikit-learn/scikit-learn/commit/d1c52f402c89586ff66c2ec… Author: Thomas J Fan <thomasjpfan(a)gmail.com> Date: 2019-07-17 (Wed, 17 Jul 2019) Changed paths: M doc/inspection.rst M doc/modules/classes.rst A doc/modules/permutation_importance.rst A examples/inspection/plot_permutation_importance.py A examples/inspection/plot_permutation_importance_multicollinear.py M sklearn/inspection/__init__.py A sklearn/inspection/permutation_importance.py A sklearn/inspection/tests/test_permutation_importance.py Log Message: ----------- [MRG] Adds Permutation Importance (#13146) * ENH Adds files * ENH Adds permutation importance * RFC Better names * STY Flake8 * ENH: Adds inspect module * DOC Adds pre_dispatch * DOC Adds permutation importance example * Trigger CI * BLD Adds inspect to configuration * RFC Update to only inspect fitted model * RFC Removes parameters * ENH: Adds pandas support * STY Flake8 * DOC Adds new permutation importance example * ENH Renames module to model_inspection * DOC Fix links * DOC Fixes image link * DOC Fixes image link * DOC Spelling * DOC * TST Fix keyword * Rework RF Imp vs Perm Imp example (#4) * WIP * WIP * WIP * DOC Adds multcollinear features example * WIP * DOC: Clean up docs * TST Adds tests for strings * STY Indent correction * WIP * ENH Uses check_X_y * TST Adds test with strings * STY Fix * TST Adds column transformer to test * CLN Address comments * CLN Removes import * TST Adds test with nan * CLN Removes import * ENH Parallel * DOC comments * ENH Better handling of pandas * ENH Clear checking of pandas dataframe * STY Formatting * ENH Copies in parallel helper * DOC Adds comments * BUG Fix copying * BUG Fix for pandas * BUG Fix for pandas * REV * BLD Trigger CI * BUG Fix * BUG Fix * TST Does this work * BUG Fixes test * BUG Fixes test * BUG Fix * BUG Fix * BUG Fix * STY Fix * TST Fix * TST Fix segfault * CLN Address comments * CLN Address comments * ENH Returns a bunch * STY Flake8 * CLN Renames bunch key * DOC Updates api * DOC Updates api * TST Adds permutation test with linear_regression * DOC update * DOC Fix label cutoff * CLN Address comments * TST Adds test for random_state effect * DOC Adds permutation importance * DOC Adds ogrisel suggestion * DOC Address guillaumes comments * DOC Address andreas comments * DOC Update

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[scikit-learn/scikit-learn] e4aac7: TST Adds atol to test_dtype_match (#14385)
by Thomas J Fan July 17, 2019

July 17, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: e4aac748bc127f00012d45600233878733a4c2f7 https://github.com/scikit-learn/scikit-learn/commit/e4aac748bc127f00012d456… Author: Thomas J Fan <thomasjpfan(a)gmail.com> Date: 2019-07-17 (Wed, 17 Jul 2019) Changed paths: M sklearn/linear_model/tests/test_ridge.py Log Message: ----------- TST Adds atol to test_dtype_match (#14385)

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[scikit-learn/scikit-learn] b0fdc4: MAINT Mark for removal deprecated LinearSVC loss o...
by Roman Yurchak July 17, 2019

July 17, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: b0fdc4c433bb0dfdb5993d10f306c38eea415b21 https://github.com/scikit-learn/scikit-learn/commit/b0fdc4c433bb0dfdb5993d1… Author: Roman Yurchak <rth.yurchak(a)pm.me> Date: 2019-07-17 (Wed, 17 Jul 2019) Changed paths: M sklearn/svm/classes.py M sklearn/svm/tests/test_svm.py Log Message: ----------- MAINT Mark for removal deprecated LinearSVC loss options in 0.23 (#14373)

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[scikit-learn/scikit-learn] c0c531: [MRG] FIX solve consistency between predict and p...
by Guillaume Lemaitre July 16, 2019

July 16, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: c0c53137cec61a4d6cd72d8a43bbe0321476e440 https://github.com/scikit-learn/scikit-learn/commit/c0c53137cec61a4d6cd72d8… Author: Guillaume Lemaitre <g.lemaitre58(a)gmail.com> Date: 2019-07-16 (Tue, 16 Jul 2019) Changed paths: M doc/whats_new/v0.22.rst M sklearn/ensemble/tests/test_weight_boosting.py M sklearn/ensemble/weight_boosting.py Log Message: ----------- [MRG] FIX solve consistency between predict and predict_proba in AdaBoost (#14114) * FIX solve consistency between predict and predict_proba in AdaBoost * fix when decision function is binary * DOC add whats new * address nicolas comments * fix * thomas review

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[scikit-learn/scikit-learn] 01d0a8: ENH add more verbosity to iterative imputer (#14367)
by Andreas Mueller July 15, 2019

July 15, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 01d0a80743da7ef3cb206018bcbcdc9c77148f8d https://github.com/scikit-learn/scikit-learn/commit/01d0a80743da7ef3cb20601… Author: Andreas Mueller <t3kcit(a)gmail.com> Date: 2019-07-15 (Mon, 15 Jul 2019) Changed paths: M sklearn/impute/_iterative.py Log Message: ----------- ENH add more verbosity to iterative imputer (#14367)

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[scikit-learn/scikit-learn] bf8eff: Fix check_array dtype in MinibatchKMeans.partial_f...
by Roman Yurchak July 15, 2019

July 15, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: bf8eff3feaded1464e81dcc0c4b7f9a3975c014f https://github.com/scikit-learn/scikit-learn/commit/bf8eff3feaded1464e81dcc… Author: Roman Yurchak <rth.yurchak(a)pm.me> Date: 2019-07-15 (Mon, 15 Jul 2019) Changed paths: M sklearn/cluster/k_means_.py M sklearn/cluster/tests/test_k_means.py Log Message: ----------- Fix check_array dtype in MinibatchKMeans.partial_fit (#14323)

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[scikit-learn/scikit-learn] 36b66b: DOC Correct shape of coef_ in LinearSVC (#14353)
by Hanmin Qin July 15, 2019

July 15, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: 36b66ba95b3e1a9e60a0c047f0ed2a7fbe69d5e6 https://github.com/scikit-learn/scikit-learn/commit/36b66ba95b3e1a9e60a0c04… Author: Hanmin Qin <qinhanmin2005(a)sina.com> Date: 2019-07-15 (Mon, 15 Jul 2019) Changed paths: M sklearn/svm/classes.py Log Message: ----------- DOC Correct shape of coef_ in LinearSVC (#14353)

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[scikit-learn/scikit-learn] ef8e3c: DOC TfidfVectorizer, CountVectorizer fixed_vocabul...
by Biswadip Mandal July 15, 2019

July 15, 2019

Branch: refs/heads/master Home: https://github.com/scikit-learn/scikit-learn Commit: ef8e3c980f080b8a8d991a3c77c1cafee006a04f https://github.com/scikit-learn/scikit-learn/commit/ef8e3c980f080b8a8d991a3… Author: Biswadip Mandal <mandalbiswadip448(a)gmail.com> Date: 2019-07-15 (Mon, 15 Jul 2019) Changed paths: M sklearn/feature_extraction/text.py Log Message: ----------- DOC TfidfVectorizer, CountVectorizer fixed_vocabulary_ documentation (#14372)

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