Insights: scikit-learn/scikit-learn

1 Release published by 1 person

• 1.3.0 Scikit-learn 1.3.0

  published Jun 30, 2023

42 Pull requests merged by 24 people

• FIX Add additional prompts for sphinx-copybutton

  #26712 merged Jun 30, 2023

• MAINT Parameters validation for sklearn.linear_model.lasso_path

  #26378 merged Jun 30, 2023

• MAINT Parameters validation for sklearn.linear_model.enet_path

  #26379 merged Jun 30, 2023

• MAINT Parameters validation for sklearn.manifold.trustworthiness

  #26276 merged Jun 30, 2023

• MAINT Parameters validation for sklearn.isotonic.check_increasing

  #26256 merged Jun 30, 2023

• MAINT Update SECURITY.md for 1.3

  #26738 merged Jun 30, 2023

• DOC Minor update to Tfidf docstring

  #26697 merged Jun 30, 2023

• DOC fix rendering of download note in example

  #26703 merged Jun 30, 2023

• Minor Fix correct typo in function name check_global_ouptut_transform_pandas

  #26718 merged Jun 30, 2023

• DOC improve docstring example of NearestNeighbors

  #26728 merged Jun 30, 2023

• DOC default random_state in _fetch_20newsgroup is 42, not None

  #26725 merged Jun 30, 2023

• DOC simplify plotting code in NMF LDA 20newsgroups example

  #26727 merged Jun 30, 2023

• Release 1.3.0

  #26731 merged Jun 29, 2023

• MAINT Parameters validation for sklearn.manifold.smacof

  #26274 merged Jun 29, 2023

• Release highlights for 1.3

  #26526 merged Jun 29, 2023

• MAINT Update what's new for 1.3.0 final release

  #26730 merged Jun 29, 2023

• MAINT Parameters validation for sklearn.linear_model.orthogonal_mp_gram

  #26382 merged Jun 29, 2023

• MAINT Parameters validation for sklearn.covariance.log_likelihood

  #26539 merged Jun 29, 2023

• MAINT Parameters validation for sklearn.utils.class_weight.compute_class_weight

  #26512 merged Jun 29, 2023

• MAINT Added parameter validation for sklearn.utils.class_weight.compute_sample_weight

  #26564 merged Jun 29, 2023

• MAINT Parameters validation for sklearn.utils.gen_even_slices

  #26682 merged Jun 29, 2023

• MAINT Parameters validation for sklearn.utils.extmath.randomized_svd

  #26690 merged Jun 29, 2023

• MAINT Param val: better message when common test fails to raise

  #26702 merged Jun 28, 2023

• MAINT Parameters validation for sklearn.isotonic.isotonic_regression

  #26257 merged Jun 28, 2023

• MAINT Parameters validation for sklearn.model_selection.cross_val_predict

  #26252 merged Jun 28, 2023

• DOC add `pip install sphinx_copybutton` to contribution guide

  #26722 merged Jun 28, 2023

• MAINT Parameters validation for sklearn.linear_model.ridge_regression

  #26250 merged Jun 28, 2023

• MAINT Parameters validation for sklearn.model_selection.cross_val_score

  #26251 merged Jun 28, 2023

• MAINT Parameters validation for sklearn.metrics.consensus_score

  #26172 merged Jun 28, 2023

• MAINT Parameters validation for chi2_kernel with gamma

  #26153 merged Jun 27, 2023

• MAINT Parameters validation for sklearn.utils.safe_mask

  #26131 merged Jun 27, 2023

• MAINT Parameters validation for sklearn.metrics.pairwise_distances_chunked

  #26125 merged Jun 27, 2023

• DOC small documentation changes in the advanced installation guide

  #26394 merged Jun 27, 2023

• MAINT Parameters validation for graph.single_source_shortest_path_length

  #26091 merged Jun 27, 2023

• MAINT Parameters validation for sklearn.metrics.pairwise.pairwise_distances_argmin_min

  #26123 merged Jun 27, 2023

• MAINT Parameters validation for euclidean_distances

  #25782 merged Jun 27, 2023

• MAINT Parameter validation for sklearn.metrics.pairwise_distances

  #25515 merged Jun 27, 2023

• MAINT make sphinx conf more lenient towards missing jupyterlite

  #26705 merged Jun 27, 2023

• Add n_components="auto" to NMF when H and W are provided

  #26634 merged Jun 26, 2023

• Using ndarray as `init` for `KMeans` raises a ValueError

  #26657 merged Jun 26, 2023

• Fix AttributeError use_fallback_lbfgs_solve for newton-cholesky when fitting with max_iter=0

  #26653 merged Jun 26, 2023

• DOC add meaning of `max_patches=None` in _compute_n_patches

  #25999 merged Jun 26, 2023

17 Pull requests opened by 12 people

• MRG Add decision_function, predict_proba and predict_log_proba for NearestCentroid estimator

  #26689 opened Jun 23, 2023

• ENH run common tests for SparseCoder

  #26691 opened Jun 24, 2023

• [MRG] MAINT Allow estimators to opt-in to complex numbers in `check_array`

  #26692 opened Jun 24, 2023

• DOC Adding Dropdown to module 7.2 Realworld Datasets

  #26693 opened Jun 24, 2023

• DOC Adding dropdown for module 2.1 Gaussian Mixtures

  #26694 opened Jun 24, 2023

• Doc Add dropdowns to 1.10.decision trees

  #26699 opened Jun 26, 2023

• DOC improve section folding behaviour

  #26701 opened Jun 26, 2023

• BENCH newton-lsmr solver for GLMs - inner stopping criterion

  #26707 opened Jun 26, 2023

• DOC Add dropdowns to module 7.1 Toy datasets

  #26710 opened Jun 27, 2023

• FIX samples average computation for multi-label classification

  #26713 opened Jun 27, 2023

• GOV add a documentation team

  #26714 opened Jun 27, 2023

• DOC Adding dropdown for module 2.2 Manifold Learning

  #26720 opened Jun 28, 2023

• WIP 1/n * loss in LinearModelLoss

  #26721 opened Jun 28, 2023

• FIX do not allow for p=None in NN-based algorithm

  #26729 opened Jun 29, 2023

• DEV: added ad-hoc function for RMSE

  #26734 opened Jun 29, 2023

• GaussianMixture with BIC/AIC

  #26735 opened Jun 30, 2023

• [ENH] Adding estimators_samples_ for forest models

  #26736 opened Jun 30, 2023

8 Issues closed by 8 people

• New function to export output from Decision Tree: `sklearn.tree.export_dataframe`

  #26695 closed Jun 29, 2023

• ⚠️ CI failed on Wheel builder ⚠️

  #26698 closed Jun 29, 2023

• decision_path method for GradientBoosting

  #19294 closed Jun 28, 2023

• Proposal: Automated Outlier Handling in scikit-learn's Preprocessing Module

  #26706 closed Jun 28, 2023

• Add documentation about re-building extensions to "Installing the development version of scikit-learn"

  #25985 closed Jun 27, 2023

• MAINT: Sphinx gallery bug after Sphinx min dependency increased to 6.0.0

  #26709 closed Jun 27, 2023

• NMF fit transform without updating H should not require the user to input "n_components"

  #26392 closed Jun 26, 2023

• DOC a spefic docstring guide for scikit-learn

  #26688 closed Jun 24, 2023

9 Issues opened by 9 people

• `set_output` API no longer changing the name of the output columns

  #26739 opened Jun 30, 2023

• In `HDBSCAN`, `algorithm="kdtree"` is not consistent with other estimator

  #26732 opened Jun 29, 2023

• dbscan uses large amount of ram

  #26726 opened Jun 29, 2023

• Array API support with lazy evaluation

  #26724 opened Jun 28, 2023

• Inconsistent results from metrics.pairwise.euclidean_distances

  #26723 opened Jun 28, 2023

• StandardScaler `mean_` is not None when `with_mean=False`

  #26719 opened Jun 28, 2023

• Adding `estimators_samples_` property to ensemble of tree methods such as RandomForest and ExtraTrees

  #26716 opened Jun 27, 2023

• AttributeError: This 'LabelEncoder' has no attribute 'set_output'

  #26711 opened Jun 27, 2023

• mutual_info_regression misbehaves when X is integer-typed

  #26696 opened Jun 25, 2023

54 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.

• DOC notebook style and improved description for plot ridge coeffs example

  #26554 commented on Jun 30, 2023 • 29 new comments

• ENH improve visual HTML estimator representation

  #26616 commented on Jun 27, 2023 • 24 new comments

• ENH Monotonic Contraints for Tree-based models

  #13649 commented on Jun 30, 2023 • 23 new comments

• DOC Improve `plot_target_encoder_cross_val.py` example

  #26677 commented on Jun 30, 2023 • 20 new comments

• ENH Array API support for PCA

  #26315 commented on Jun 30, 2023 • 14 new comments

• ENH Add `float32` implementations for `BallTree` and `KDTree`

  #25914 commented on Jun 26, 2023 • 11 new comments

• MAINT Parameter validation for sklearn.neighbors.neighbors_graph

  #26568 commented on Jun 29, 2023 • 10 new comments

• DOC Introduce dropdowns in the User Guide

  #26617 commented on Jun 27, 2023 • 7 new comments

• ENH `warnings.warn` stacklevel

  #26684 commented on Jun 30, 2023 • 7 new comments

• DOC Add description for the meaning of `None` for check_X_y

  #25997 commented on Jun 30, 2023 • 5 new comments

• [MRG] DOC add __sklearn_is_fitted__ example

  #26618 commented on Jun 28, 2023 • 5 new comments

• Automatic bandwidth calculation valid only for normalized data

  #26658 commented on Jun 29, 2023 • 4 new comments

• Path to HDBSCAN Inclusion

  #24686 commented on Jun 30, 2023 • 4 new comments

• Scipy Warning Issued Only After LinearRegression calls

  #26639 commented on Jun 30, 2023 • 4 new comments

• Add routing to LogisticRegressionCV

  #26525 commented on Jun 26, 2023 • 4 new comments

• Tags for the example gallery?

  #16601 commented on Jun 26, 2023 • 3 new comments

• Fix scaling of LogisticRegression objective for LBFGS

  #24752 commented on Jun 28, 2023 • 3 new comments

• FEA add newton-lsmr solver to LogisticRegression and GLMs

  #25462 commented on Jun 27, 2023 • 3 new comments

• DOC show usage of `__` in `Pipeline` and `FeatureUnion`

  #26661 commented on Jun 27, 2023 • 3 new comments

• MAINT Move stuff outside of utils.__init__

  #26686 commented on Jun 26, 2023 • 3 new comments

• Make complex numbers check optional in `BaseEstimator._validate_and_set_fit_params`

  #25922 commented on Jun 24, 2023 • 2 new comments

• MAINT Parameter validation for sklearn.datasets.fetch_openml

  #26519 commented on Jun 30, 2023 • 2 new comments

• Warning due to `lscpu` on MacOS on nightly builds

  #26343 commented on Jun 25, 2023 • 1 new comment

• Improve error message with pandas output and sparse data

  #26515 commented on Jun 26, 2023 • 1 new comment

• Make automatic validation for all scikit-learn public functions

  #24862 commented on Jun 27, 2023 • 1 new comment

• Verbosity option is not working in GridSearchCV (Jupyter notebook)

  #22849 commented on Jun 27, 2023 • 1 new comment

• What happend to the idea of adding a 'handle_missing' parameter to the OneHotEncoder?

  #26543 commented on Jun 29, 2023 • 1 new comment

• Reporting that the EM algorithm didn't converge for a single initialization

  #26621 commented on Jun 29, 2023 • 1 new comment

• sklearn.tree.export_dict

  #20051 commented on Jun 29, 2023 • 1 new comment

• Using `NearestNeighbors` with `p < 1` and floats raises an error

  #26548 commented on Jun 30, 2023 • 1 new comment

• MAINT Parameters validation for `sklearn.manifold.spectral_embedding`

  #25579 commented on Jun 28, 2023 • 1 new comment

• Add Array API compatibility to MinMaxScaler

  #26243 commented on Jun 29, 2023 • 1 new comment

• ENH Add per feature max_categories for OrdinalEncoder

  #26284 commented on Jun 30, 2023 • 1 new comment

• MAINT Parameters validation for sklearn.linear_model.lars_path_gram

  #26380 commented on Jun 30, 2023 • 1 new comment

• MAINT Parameters validation for sklearn.linear_model.lars_path

  #26381 commented on Jun 30, 2023 • 1 new comment

• DOC use notebook style in AdaBoostClassifier example

  #26486 commented on Jun 27, 2023 • 1 new comment

• [DOC] Improve tree documentation

  #26592 commented on Jun 26, 2023 • 1 new comment

• Fix KNNImputer missing indicator column addition when add_indicator=True

  #26600 commented on Jun 25, 2023 • 1 new comment

• ENH Adds polars support to ColumnTransformer

  #26683 commented on Jun 23, 2023 • 1 new comment

• DOC add metadata routing terms to glossary

  #26685 commented on Jun 27, 2023 • 1 new comment

• Small doc change to help people finding (via browser search) content in a fold

  #26687 commented on Jun 27, 2023 • 1 new comment

• SLEP006 - Metadata Routing task list

  #22893 commented on Jun 24, 2023 • 0 new comments

• ⚠️ CI failed on Linux_Nightly_PyPy.pypy3 ⚠️

  #25117 commented on Jun 29, 2023 • 0 new comments

• Column-wise parallelism for Column Transformer

  #26614 commented on Jun 29, 2023 • 0 new comments

• ArrayAPI: `isdtype` improper comparison to set

  #26640 commented on Jun 29, 2023 • 0 new comments

• Implement probability estimates and decision function for NearestCentroid classifier

  #26659 commented on Jun 29, 2023 • 0 new comments

• ⚠️ CI failed on Linux_Nightly.pylatest_pip_scipy_dev ⚠️

  #26154 commented on Jun 30, 2023 • 0 new comments

• ⚠️ CI failed on Linux_Docker.debian_atlas_32bit ⚠️

  #25686 commented on Jun 30, 2023 • 0 new comments

• ENH add Naive Bayes Metaestimator `ColumnwiseNB` (aka "GeneralNB")

  #22574 commented on Jun 27, 2023 • 0 new comments

• ENH Gaussian mixture bypassing unnecessary initialization computing

  #26021 commented on Jun 29, 2023 • 0 new comments

• [WIP] FIX Add tests for pyarrow dtypes in pandas Dataframes

  #26651 commented on Jun 27, 2023 • 0 new comments

• [MRG] DOC Add dropdowns to Module 1.13 Feature Selection

  #26662 commented on Jun 26, 2023 • 0 new comments

• WIP ENH Allows multiclass target in `TargetEncoder`

  #26674 commented on Jun 26, 2023 • 0 new comments

• ENH Feature/classification report with preds

  #26675 commented on Jun 30, 2023 • 0 new comments