scikit-learn / scikit-learn Public

37 Pull requests merged by 14 people

• DOC Add m2cgen to related projects

  #20646 merged Sep 18, 2021

• DOC minor fixes to examples for neighbors transformers

  #21057 merged Sep 18, 2021

• TST add unit tests for current _get_response

  #21041 merged Sep 18, 2021

• DOC Ensures that SimpleImputer passes numpydoc validation

  #21077 merged Sep 18, 2021

• DOC Typos found by codespell

  #21069 merged Sep 17, 2021

• DOC Ensures that OutputCodeClassifier passes numpydoc validation

  #21063 merged Sep 17, 2021

• DOC - Ensure that RANSACRegressor passes numpydoc validation

  #21072 merged Sep 17, 2021

• DOC - Ensure HuberRegressor passes numpydoc validation

  #21062 merged Sep 17, 2021

• DOC Details --no-build-isolation in the advanced installation page

  #21012 merged Sep 16, 2021

• DOC Ensures that QuantileTransformer passes numpydoc validation

  #21065 merged Sep 16, 2021

• DOC Add a note for some data considerations with 20newsgroups dataset

  #20728 merged Sep 16, 2021

• DOC Ensures that Normalizer passes numpydoc validation

  #21061 merged Sep 16, 2021

• MAINT remove duplicate warning category from tests

  #21056 merged Sep 15, 2021

• TST enable tests K-means for MacOS

  #21052 merged Sep 15, 2021

• DOC - Ensure HashingVectorizer passes numpydoc validation

  #21047 merged Sep 15, 2021

• DOC - Ensure MeanShift docstrings passes numpydoc validation

  #21049 merged Sep 15, 2021

• DOC Ensures that MDS passes numpydoc validation

  #21048 merged Sep 15, 2021

• FIX enable blank issue creation

  #21044 merged Sep 15, 2021

• ENH add support for `'passthrough'` in FeatureUnion

  #20860 merged Sep 14, 2021

• DOC - Ensures HalvingGridSearchCV and HalvingRandomSearchCV pass numpydoc validation

  #21037 merged Sep 14, 2021

• MNT increase version to 1.0.rc2 [cd build]

  #21040 merged Sep 14, 2021

• DOC more whats new 1.0 fixes

  #21036 merged Sep 14, 2021

• PRs to include in 1.0.rc2

  #21008 merged Sep 14, 2021

• DOC Ensures that OrdinalEncoder passes numpydoc validation

  #21030 merged Sep 14, 2021

• FIX use same API for CalibrationDisplay than other Display

  #21031 merged Sep 14, 2021

• DOC Ensures that SequentialFeatureSelector passes numpydoc validation

  #21035 merged Sep 14, 2021

• DOC Ensures that VarianceThreshold passes numpydoc validation

  #21034 merged Sep 14, 2021

• DOC Ensures that PowerTransformer passes numpydoc validation

  #21015 merged Sep 13, 2021

• DOC add contributors to whats_new 1.0 and more fixes

  #21009 merged Sep 13, 2021

• DOC Ensures that OneVsRestClassifier passes numpydoc validation

  #21014 merged Sep 13, 2021

• DOC Ensures that OneVsOneClassifier passes numpydoc validation

  #21013 merged Sep 13, 2021

• DOC - Ensures that GridSearchCV passes numpydoc validation

  #21003 merged Sep 13, 2021

• DOC Ensures that RadiusNeighborsTransformer passes numpydoc validation

  #21021 merged Sep 13, 2021

• DOC Ensures that Isomap passes numpydoc validation

  #21018 merged Sep 13, 2021

• DOC Ensures that OPTICS passes numpydoc validation

  #21017 merged Sep 13, 2021

• DOC Ensures that KBinsDiscretizer passes numpydoc validation

  #21016 merged Sep 13, 2021

• DOC minor fixes to examples with isomap & precomputed distance

  #21011 merged Sep 13, 2021

16 Pull requests opened by 9 people

• [WIP] FEA add interaction constraints to HGBT

  #21020 opened Sep 12, 2021

• Raise an error when all fits fail in cross-validation or grid-search

  #21026 opened Sep 13, 2021

• ENH add `pos_label` in calibration tools

  #21032 opened Sep 13, 2021

• Add custom_range argument for partial dependence

  #21033 opened Sep 13, 2021

• ENH add pos_label to CalibrationDisplay

  #21038 opened Sep 14, 2021

• Add codespell to CI and fix existing typos

  #21051 opened Sep 15, 2021

• dos2unix

  #21053 opened Sep 15, 2021

• ENH HTML repr shows best estimator in *SearchCV when refit=True

  #21058 opened Sep 15, 2021

• FIX ignore spurious RuntimeWarning in test on macOS M1 machines

  #21070 opened Sep 16, 2021

• DOC Simple docstring fix for OneHotEncoder.get_feature_names_out

  #21074 opened Sep 17, 2021

• ENH Adds feature_names_out to impute module

  #21078 opened Sep 17, 2021

• ENH Adds feature_names_out to preprocessing module

  #21079 opened Sep 17, 2021

• ENH Change ColumnTransformer parameter name to verbose_feature_names_out

  #21080 opened Sep 18, 2021

• DOC Build proper sentence for Davies-Bouldin Index advantage

  #21081 opened Sep 18, 2021

• TST Adjust learning rate to compare with LightGBM 3.X

  #21082 opened Sep 18, 2021

• DOC Ensures that NeighborhoodComponentsAnalysis passes numpydoc validation

  #21083 opened Sep 19, 2021

11 Issues closed by 6 people

• `SelectFromModel` and `PLSRegression` `coef_` wrong dimensions.

  #21066 closed Sep 18, 2021

• Optimize _check_partial_fit_first_call for regressors

  #21060 closed Sep 17, 2021

• An assignment statement is missing in function "rbf_kernel" in scikit-learn/sklearn/metrics/pairwise.py in github?

  #21071 closed Sep 17, 2021

• program is stuck when I use `roc_auc_score` and thundersvm

  #21064 closed Sep 16, 2021

• TST fix "Linux ubuntu_atlas" HTTP time out

  #21059 closed Sep 16, 2021

• adjusted_rand_index : overflow encountered in long_scalars

  #21055 closed Sep 15, 2021

• Fix blank issue link redirection

  #21043 closed Sep 15, 2021

• Support "passthrough" in FeatureUnion

  #20699 closed Sep 14, 2021

• STY black format all existing python code

  #21045 closed Sep 14, 2021

• Inconsistence between CalibrationDisplay and over Display

  #21027 closed Sep 14, 2021

• SimpleImputer strategy "most_frequent": infinite loop for categorical variables as strings

  #14270 closed Sep 12, 2021

5 Issues opened by 4 people

• ColumnTransformer parameter name: prefix_feature_names_out or verbose_feature_names_out

  #21073 opened Sep 17, 2021

• Move doc building jobs out of circleci

  #21068 opened Sep 16, 2021

• LogisticRegression with `sag` and `saga` solvers fails for very large CSR matrices

  #21067 opened Sep 16, 2021

• Specify Priors in Multiclass Classification

  #21042 opened Sep 14, 2021

• Missing a `pos_label` parameter in `calibration_curve`

  #21029 opened Sep 13, 2021

49 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• Ensure that docstrings pass numpydoc validation

  #20308 commented on Sep 18, 2021 • 17 new comments

• Confusion matrix derived metrics

  #19556 commented on Sep 18, 2021 • 15 new comments

• ENH allow n_features_to_select to be an upper limit in SequentialFeatureSelector

  #20145 commented on Sep 12, 2021 • 13 new comments

• DOC add release highlights for 1.0

  #20980 commented on Sep 18, 2021 • 13 new comments

• MNT use check_scalar in SpectralBiClustering and SpectralCoClustering

  #20817 commented on Sep 16, 2021 • 11 new comments

• MNT Refactor scorer using _get_response

  #20999 commented on Sep 16, 2021 • 6 new comments

• Adding a reset weights strategy to Adaboost Regressor

  #21010 commented on Sep 16, 2021 • 6 new comments

• DOC Display diagram to pipeline example

  #18758 commented on Sep 13, 2021 • 5 new comments

• Is _generate_sample_indices working correctly ?

  #21002 commented on Sep 13, 2021 • 4 new comments

• ENH Updating defaults for RandomForestRegressor and Classifier

  #20803 commented on Sep 16, 2021 • 4 new comments

• CI Adds CPython 3.10 testing [python-dev]

  #20942 commented on Sep 15, 2021 • 4 new comments

• HistGradientBoosting* interaction constraints

  #19148 commented on Sep 13, 2021 • 3 new comments

• Allow users to pass their own grid to partial dependence

  #20890 commented on Sep 13, 2021 • 3 new comments

• Additional metrics in `sklearn.metrics.classification_report`

  #21000 commented on Sep 14, 2021 • 3 new comments

• Math not rendered in downloaded documentation when offline

  #20951 commented on Sep 15, 2021 • 3 new comments

• Fix CalibratedClassifierCV to handle correctly sample_weight when ensemble=False

  #20638 commented on Sep 16, 2021 • 3 new comments

• [WIP] CI Build wheels for arm64 on circleci.

  #20711 commented on Sep 16, 2021 • 3 new comments

• Enforce positive sample_weight

  #15531 commented on Sep 13, 2021 • 2 new comments

• TransformedTargetClassifier

  #20952 commented on Sep 14, 2021 • 2 new comments

• Use check_scalar for parameters validation

  #20724 commented on Sep 15, 2021 • 2 new comments

• Cython code for PolynomialFeatures should use int64s for indices.

  #17554 commented on Sep 16, 2021 • 2 new comments

• ENH Private Cython submodule for aggregations over pairwise distances

  #20254 commented on Sep 17, 2021 • 2 new comments

• MRG stacking classifier support multilabel classification.

  #20424 commented on Sep 17, 2021 • 2 new comments

• [MRG] Common Private Loss Module with tempita

  #20567 commented on Sep 13, 2021 • 2 new comments

• FIX raise error for max_df and min_df greater than 1 in Vectorizer

  #20752 commented on Sep 16, 2021 • 2 new comments

• FIX compute `y_std` properly with multi-target in GPR

  #20761 commented on Sep 16, 2021 • 2 new comments

• FEA added support for sample weight in KBinsDiscretizer with "quantile" strategy

  #20768 commented on Sep 16, 2021 • 2 new comments

• MNT Use check_scalar in BIRCH and DBSCAN

  #20816 commented on Sep 15, 2021 • 2 new comments

• [MRG] Update _spectral.py references in doc

  #20987 commented on Sep 15, 2021 • 2 new comments

• Revisting the tags interface

  #20804 commented on Sep 12, 2021 • 1 new comment

• [Feature-Request] Add a flag to StratifiedKFold to force classes with only 1 sample in training

  #10767 commented on Sep 13, 2021 • 1 new comment

• pip install sklearn behaviour

  #8215 commented on Sep 13, 2021 • 1 new comment

• Version 1.0 release

  #20965 commented on Sep 14, 2021 • 1 new comment

• Poor performance of sklearn.cluster.KMeans for numpy >= 1.19.0

  #20642 commented on Sep 17, 2021 • 1 new comment

• Follow-up of QuantileRegressor implementation

  #20132 commented on Sep 18, 2021 • 1 new comment

• random forest no bootstrap

  #20953 commented on Sep 18, 2021 • 1 new comment

• `prange` in trees

  #14037 commented on Sep 18, 2021 • 1 new comment

• Tests are failing with the new version of lightgbm (3.0.0)

  #18316 commented on Sep 18, 2021 • 1 new comment

• [WIP] Ranking metrics

  #2805 commented on Sep 18, 2021 • 1 new comment

• Balanced Random Forest

  #13227 commented on Sep 17, 2021 • 1 new comment

• [MRG] Add partial_fit function to DecisionTreeClassifier

  #18889 commented on Sep 16, 2021 • 1 new comment

• New Feature - Bisecting K-Means

  #20031 commented on Sep 18, 2021 • 1 new comment

• FIX Allowing sparse input in MeanShift.predict.

  #20796 commented on Sep 13, 2021 • 1 new comment

• add new _search_successive_halving.py

  #20825 commented on Sep 13, 2021 • 1 new comment

• FIX Fixes test for checking gitnore and Cython templates

  #20997 commented on Sep 12, 2021 • 1 new comment

• Adding Oblique Trees (Forest-RC) to the Cythonized Tree Module

  #20819 commented on Sep 15, 2021 • 0 new comments

• Add streaming option to decision trees

  #18888 commented on Sep 16, 2021 • 0 new comments

• [MRG] Replace loss module HGBT

  #20811 commented on Sep 13, 2021 • 0 new comments

• Implemented "precision at recall k" and "recall at precision k"

  #20877 commented on Sep 15, 2021 • 0 new comments