scikit-learn / scikit-learn Public

16 Pull requests merged by 13 people

• BUG Fix upstream updater when test collection fails

  #21655 merged Nov 13, 2021

• MAINT move PyPy back to scheduled build

  #21645 merged Nov 12, 2021

• ENH Accelerate plot_mlp_alpha.py

  #21648 merged Nov 12, 2021

• [MRG] Add Swiss-Hole dataset and expand example

  #21482 merged Nov 12, 2021

• FIX enforce keyword-only arguments in mean_absolute_percentage_error

  #21576 merged Nov 12, 2021

• MAINT Adds script to create or update issue when CI fails

  #21544 merged Nov 12, 2021

• DOC fix extra . between 1e-3 in TheilSenRegressor's docstring

  #21623 merged Nov 12, 2021

• MNT pin PyWavelet in doc-min builds

  #21607 merged Nov 12, 2021

• DOC Fix link to the Scipy Development Workflow

  #21633 merged Nov 11, 2021

• Enhance mape documentation, fixes #21556

  #21574 merged Nov 10, 2021

• MAINT: Use non-deprecated SciPy imports

  #21603 merged Nov 9, 2021

• ENH expose n_oversamples in PCA when using solver="randomized"

  #21109 merged Nov 9, 2021

• DOC fix typos and code in logistic regression example

  #21596 merged Nov 8, 2021

• TST accelerate runtime for test svm/tests/test_svm.py::test_svc_ovr_tie_breaking[NuSVC]

  #21443 merged Nov 8, 2021

• EHN Support unit-variance whitening for `FastICA`

  #19490 merged Nov 8, 2021

• MNT remove X_idx_sorted parameter in decision trees

  #21593 merged Nov 8, 2021

38 Pull requests opened by 15 people

• DOC Fix code according to comment

  #21597 opened Nov 8, 2021

• DOC fix according to comment

  #21600 opened Nov 8, 2021

• Add test TST Check correct interactions of class_weight and sam…

  #21601 opened Nov 8, 2021

• Added simple example of Content-based Recommendation Engine

  #21602 opened Nov 8, 2021

• MNT Use check_scalar in AdaBoostRegressor

  #21605 opened Nov 9, 2021

• MNT Add validation for parameter `alphas` in `RidgeCV`

  #21606 opened Nov 9, 2021

• Set the shading parameter for pcolormesh in plot_custom_kernel.py

  #21608 opened Nov 9, 2021

• [MRG] accelerate plot_gradient_boosting_early_stopping.py example #21598

  #21609 opened Nov 9, 2021

• Increase execution speed of plot_sgd_comparison.py through parameter adaptions

  #21610 opened Nov 9, 2021

• [MRG] accelerate plot_gradient_boosting_regularization.py example #21598

  #21611 opened Nov 9, 2021

• accelerate plot_successive_halving_iterations.py example #21598

  #21612 opened Nov 9, 2021

• [MRG] SimpleImputer skipped feature warning with feature names

  #21617 opened Nov 10, 2021

• Increase execution speed of plot_sparse_logistic_regression_20newsgroup.py

  #21619 opened Nov 10, 2021

• Changed number of features and max iteration limits in plot_tweedie_regression_insurance_claims.py

  #21622 opened Nov 10, 2021

• Increase execution speed of plot_cluster_comparison.py

  #21624 opened Nov 10, 2021

• Increased speed by decreasing number of splits plot_svm_scale_c.py

  #21625 opened Nov 10, 2021

• Increased speed by adding cv and n_jobs params plot_multi_metric_evaluation.py

  #21626 opened Nov 10, 2021

• speed up sgdclassifier plotting example plot_sgd_early_stopping.py

  #21627 opened Nov 10, 2021

• Adapted the number of splits in shuffle split to increase speed in plot_learning_curve.py

  #21628 opened Nov 10, 2021

• Adapted the explanations for default value change procedures

  #21629 opened Nov 10, 2021

• Improve example Importance of Feature Scaling

  #21630 opened Nov 11, 2021

• [WIP] MNT Use check_scalar in BaseGradientBoosting

  #21632 opened Nov 11, 2021

• Speed up example on plot_gradient_boosting_categorical.py

  #21634 opened Nov 11, 2021

• [MRG] Accelerate examples/manifold/plot_compare_methods.py

  #21635 opened Nov 11, 2021

• [MRG] Accelerate examples/manifold/plot_t_sne_perplexity.py

  #21636 opened Nov 11, 2021

• [MRG] accelerate plot_randomized_search.py example #21598

  #21637 opened Nov 11, 2021

• Changed n_jobs parameter to increase speed in plot_validation_curve.py

  #21638 opened Nov 11, 2021

• Changed layer number and learning rate init to make execution of plot_mnist_filters.py quicker

  #21647 opened Nov 12, 2021

• Changed the number of features and permutations in real and dummy sub-examples for increased example execution speed plot_permutation_tests_for_classification.py

  #21649 opened Nov 12, 2021

• Added link to LinkedIn site to readme file

  #21650 opened Nov 12, 2021

• Changed the estimator numbers to make plot_adaboost_multiclass.py quicker in execution

  #21651 opened Nov 13, 2021

• DOC Add default to constant parameter of dummy clf

  #21652 opened Nov 13, 2021

• DOC typo in gaussian_process_regressor

  #21653 opened Nov 13, 2021

• [WIP] DEBUG segmentation fault on memory mapped contiguous memoryview

  #21654 opened Nov 13, 2021

• DOC Ensures that sklearn._config.get_config passes numpydoc validation.

  #21656 opened Nov 13, 2021

• [MRG] Speed up plot_discretization_classification.py

  #21661 opened Nov 14, 2021

• FIX out of bounds error on X_indptr in kmeans

  #21662 opened Nov 14, 2021

• [DOC] Speed up `plot_gradient_boosting_quantile.py` example

  #21666 opened Nov 14, 2021

6 Issues closed by 5 people

• MAINT slow pypy builds on PRs

  #21286 closed Nov 12, 2021

• Inconsistent use of keyword-only arguments in mean_absolute_percentage_error

  #21575 closed Nov 12, 2021

• mean_absolute_percentage_error error in the documentation

  #21556 closed Nov 10, 2021

• ../examples/ensemble/plot_gradient_boosting_quantile.py: 60.39 sec 0.0 MB

  #21615 closed Nov 9, 2021

• `LabelEncoder` uses `y`. Therefore breaking transformers.

  #21604 closed Nov 9, 2021

• FastICA whitening problem (Bug)

  #13056 closed Nov 8, 2021

12 Issues opened by 11 people

• CI with boundscheck=False

  #21668 opened Nov 14, 2021

• Inconsistency in allowed argument shape for e.g. LassoLars and LassoLarsCV

  #21667 opened Nov 14, 2021

• Mean Standardized Log Loss (MSLL) for uncertainty aware regression models

  #21665 opened Nov 14, 2021

• ⚠️ CI failed on Linux_Nightly.pylatest_pip_scipy_dev ⚠️

  #21657 opened Nov 14, 2021

• add link to LinkedIn page to "Communications" section of main README.md

  #21646 opened Nov 12, 2021

• ElasticNetCV call with l1_ratio=0 produces warning incorrectly identifying alpha=0 as the issue

  #21644 opened Nov 12, 2021

• Bad error region in examples on learning curves for fast models

  #21643 opened Nov 12, 2021

• Default Value for SimpleImputer with all missing values

  #21639 opened Nov 12, 2021

• `_check_feature_names` raising a false positive when fitting a GBDT and `n_iter_no_change` is not None

  #21618 opened Nov 10, 2021

• SimpleImputer skipped values with feature names

  #21616 opened Nov 10, 2021

• `_check_feature_names` raises UserWarning when accesing bagged estimators

  #21599 opened Nov 8, 2021

• Accelerate slow examples

  #21598 opened Nov 8, 2021

68 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.

• FIX/API Fix AIC/BIC in LassoLarsIC and introduce noise_variance

  #21481 commented on Nov 9, 2021 • 22 new comments

• [MRG] Common Private Loss Module with tempita

  #20567 commented on Nov 14, 2021 • 20 new comments

• [MRG] Expose `n_iter_` to BaseLibSVM

  #21408 commented on Nov 11, 2021 • 15 new comments

• [MRG] Adding variable force_alpha to classes in naive_bayes.py

  #18805 commented on Nov 12, 2021 • 12 new comments

• DOC Add example comparing permutation importance and SHAP

  #18139 commented on Nov 10, 2021 • 10 new comments

• FIX Remove warnings when fitting a dataframe

  #21578 commented on Nov 12, 2021 • 9 new comments

• [MRG] FEA add interaction constraints to HGBT

  #21020 commented on Nov 13, 2021 • 8 new comments

• DOC: first draft on the comms

  #21287 commented on Nov 12, 2021 • 7 new comments

• Add option to choose OOB scorer in RandomForest

  #21521 commented on Nov 8, 2021 • 6 new comments

• EHN Pairwise Distances ArgKmin

  #21462 commented on Nov 8, 2021 • 6 new comments

• Example with ranking metrices

  #21138 commented on Nov 8, 2021 • 5 new comments

• [DOC] Outdated description of attributes oob_decision_function_ and oob_prediction_ in bagging estimators

  #21490 commented on Nov 9, 2021 • 4 new comments

• MRG stacking classifier support multilabel classification.

  #20424 commented on Nov 8, 2021 • 4 new comments

• DOC Ensures that plot_roc_curve passes numpydoc validation

  #21547 commented on Nov 14, 2021 • 4 new comments

• ENH Updating defaults for RandomForestRegressor and Classifier

  #20803 commented on Nov 12, 2021 • 3 new comments

• Add custom_range argument for partial dependence

  #21033 commented on Nov 9, 2021 • 3 new comments

• [MRG] Arxiv updating

  #21418 commented on Nov 14, 2021 • 3 new comments

• [MRG] accelerate stacking-classifier in test_common.py::test_ensemble_heterogeneous_estimators_behavior

  #21562 commented on Nov 14, 2021 • 3 new comments

• Interaction terms between categorical and numerical features

  #15263 commented on Nov 8, 2021 • 2 new comments

• Better (__-free) ways to specify grid search hyperparameters

  #19045 commented on Nov 10, 2021 • 2 new comments

• add sklearn.metrics Display class to plot Precision/Recall/F1 for probability thresholds

  #21391 commented on Nov 11, 2021 • 2 new comments

• Enable stop/resume in GridSearchCV and RandomizedSearchCV

  #17069 commented on Nov 12, 2021 • 2 new comments

• Native wheels for the macos/arm64 platform (Apple Silicon M1 hardware)

  #19137 commented on Nov 13, 2021 • 2 new comments

• Confusion matrix derived metrics

  #19556 commented on Nov 11, 2021 • 2 new comments

• BLD Build 3.10 wheel for linux [cd build gh]

  #21232 commented on Nov 8, 2021 • 2 new comments

• MNT Add validation of scalar parameters in Ridge

  #21341 commented on Nov 10, 2021 • 2 new comments

• [MRG] CV fit doc improvement

  #21514 commented on Nov 10, 2021 • 2 new comments

• FIX check that parameters validation happen in fit for KernelPCA

  #21567 commented on Nov 14, 2021 • 2 new comments

• MNT remove deprecated attributes in PLS

  #21585 commented on Nov 8, 2021 • 2 new comments

• MNT change and deprecate square_distances in TSNE

  #21592 commented on Nov 12, 2021 • 2 new comments

• Problem computing %error on "StratifiedShuffleSplit"

  #21483 commented on Nov 8, 2021 • 1 new comment

• Do cross-validation estimators like LassoCV re-estimate the model on the full training set after finding the best hyperparameters?

  #20488 commented on Nov 8, 2021 • 1 new comment

• permutation_test_score doesn't shuffle labels as expected when there are label groups

  #21543 commented on Nov 8, 2021 • 1 new comment

• Conflict between key-values and build-in method name in `Bunch`

  #21595 commented on Nov 9, 2021 • 1 new comment

• add graph-based clustering

  #21570 commented on Nov 9, 2021 • 1 new comment

• Inconsistency of attributes and methods for clustering algorithms

  #10036 commented on Nov 9, 2021 • 1 new comment

• Perplexity not monotonically decreasing for batch Latent Dirichlet Allocation

  #6777 commented on Nov 9, 2021 • 1 new comment

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

  #20819 commented on Nov 9, 2021 • 1 new comment

• Use check_scalar for parameters validation

  #20724 commented on Nov 10, 2021 • 1 new comment

• Is there an issue with TimeSeriesSplit and the learning_curve?

  #7834 commented on Nov 10, 2021 • 1 new comment

• Naive Bayes Classifier with Mixed Bernoulli/Gaussian Models

  #12957 commented on Nov 11, 2021 • 1 new comment

• unsupervised scoring methods should be a value addition in score.py

  #20773 commented on Nov 13, 2021 • 1 new comment

• Ensure that functions's docstrings pass numpydoc validation

  #21350 commented on Nov 13, 2021 • 1 new comment

• Remove validation from `__init__` and `set_params`

  #21406 commented on Nov 14, 2021 • 1 new comment

• ENH: use Bayesian priors in Nearest Neighbors classifier (Issue 399)

  #970 commented on Nov 10, 2021 • 1 new comment

• MRG: Evidence Accumulation Clustering

  #1830 commented on Nov 10, 2021 • 1 new comment

• [MGR] Implemented Determinant ECOC

  #2391 commented on Nov 10, 2021 • 1 new comment

• Added vip_ attribute to PLSRegression

  #13492 commented on Nov 8, 2021 • 1 new comment

• CalibratedClassifierCV passes on fit_params

  #18170 commented on Nov 13, 2021 • 1 new comment

• FIX make creation of dataset deterministic in SGD

  #19716 commented on Nov 8, 2021 • 1 new comment

• Fix bug default marking of unlabeled data

  #20494 commented on Nov 12, 2021 • 1 new comment

• MNT use check_scalar in SpectralBiClustering and SpectralCoClustering

  #20817 commented on Nov 11, 2021 • 1 new comment

• [MRG] FEA Lift metric and curve

  #21320 commented on Nov 11, 2021 • 1 new comment

• [MRG] Add alt text to scikit-learn documentation

  #21354 commented on Nov 8, 2021 • 1 new comment

• DOC ensure that meaning if random_state = None is specified in spectral embedding

  #21427 commented on Nov 8, 2021 • 1 new comment

• DOC ensures that paired_distances passes numpydoc validation.

  #21440 commented on Nov 8, 2021 • 1 new comment

• ENH Add get_feature_names_out for ensemble module

  #21459 commented on Nov 12, 2021 • 1 new comment

• Bugfix: Fixed Attribut self.n_components reference

  #21533 commented on Nov 10, 2021 • 1 new comment

• FIX: spectral_embedding.py initial eigenvector approximations for LOBPCG and AMG solvers should be randn not rand

  #21565 commented on Nov 10, 2021 • 1 new comment

• Add get_feature_names_out to FunctionTransformer

  #21569 commented on Nov 14, 2021 • 1 new comment

• DOC Ensures that function passes numpydoc validation: has_fit_parameter

  #21590 commented on Nov 13, 2021 • 1 new comment

• DOC Ensures that function passes numpydoc validation: column_or_1d function

  #21591 commented on Nov 13, 2021 • 1 new comment

• [MRG+1] Support Vector Data Description

  #7910 commented on Nov 10, 2021 • 0 new comments

• [MRG]Clusters-Class auto-match

  #10604 commented on Nov 14, 2021 • 0 new comments

• [MRG] Monotonic trees (continued)

  #13649 commented on Nov 13, 2021 • 0 new comments

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

  #20768 commented on Nov 8, 2021 • 0 new comments

• [MRG] Speed up slow test: linear_model/tests/test_quantile.py::test_asymmetric_error

  #21546 commented on Nov 12, 2021 • 0 new comments

• Support cross 32bit/64bit pickles for decision tree

  #21552 commented on Nov 8, 2021 • 0 new comments