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scikit-learn


Collective - Host: numfocus - https://opencollective.com/scikit-learn - Code: https://github.com/scikit-learn

[WIP] Remove unnecessary OOB computation when n_more_estimators == 0

github.com/scikit-learn/scikit-learn - choo8 opened this pull request almost 2 years ago
ENH add pairwise distances backend for LocalOutlierFactor

github.com/scikit-learn/scikit-learn - OmarManzoor opened this pull request almost 2 years ago
ENH Adds PyTorch support for PCA

github.com/scikit-learn/scikit-learn - mtsokol opened this pull request almost 2 years ago
TST catch UserWarning in test_predictions for HGBT

github.com/scikit-learn/scikit-learn - lorentzenchr opened this pull request almost 2 years ago
ENH add post fit calibration to HGBT

github.com/scikit-learn/scikit-learn - lorentzenchr opened this pull request almost 2 years ago
Use scipy.stats.yeojohnson PowerTransformer

github.com/scikit-learn/scikit-learn - lorentzenchr opened this issue almost 2 years ago
KNeighborsClassifier OpenBLAS warning: precompiled NUM_THREADS exceeded, adding auxiliary array for thread metadata

github.com/scikit-learn/scikit-learn - linuxl7 opened this issue almost 2 years ago
PowerTransformer fails with unhelpful stack trace with all-nan feature and method='box-cox'

github.com/scikit-learn/scikit-learn - eschibli opened this issue almost 2 years ago
ENH `learning_curve` raises a warning on failure of CV folds

github.com/scikit-learn/scikit-learn - rprkh opened this pull request almost 2 years ago
TST add test_binomial_vs_alternative_formulation

github.com/scikit-learn/scikit-learn - lorentzenchr opened this pull request almost 2 years ago
MAINT Fix usage of `property` in Cython extension classes

github.com/scikit-learn/scikit-learn - adam2392 opened this pull request almost 2 years ago
[MAINT] Remove deprecated implementation of properties in extension class in `tree/`

github.com/scikit-learn/scikit-learn - adam2392 opened this issue almost 2 years ago
Add support for bools in `SimpleImputer`

github.com/scikit-learn/scikit-learn - bryant1410 opened this issue almost 2 years ago
Investigate incompatible signatures of `scipy.linalg.cython_blas.dasum`

github.com/scikit-learn/scikit-learn - larsoner opened this issue almost 2 years ago
FIX `export_text` and `export_graphviz` accepts feature and class names as array-like

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
ENH Add per feature max_categories for OrdinalEncoder

github.com/scikit-learn/scikit-learn - Andrew-Wang-IB45 opened this pull request almost 2 years ago
KernelPCA inverse transform behaves unexpectly.

github.com/scikit-learn/scikit-learn - petr-henys opened this issue almost 2 years ago
ENH replace loss module Gradient boosting

github.com/scikit-learn/scikit-learn - lorentzenchr opened this pull request almost 2 years ago
Add meeting notes from 2023-04-24

github.com/scikit-learn/administrative - thomasjpfan opened this pull request almost 2 years ago
Support `max_bins > 255` in Hist-GBDT estimators and categorical features with high cardinality

github.com/scikit-learn/scikit-learn - NicolasHug opened this issue almost 2 years ago
ENH Support categories with cardinality higher than max_bins in HistGradientBoosting

github.com/scikit-learn/scikit-learn - thomasjpfan opened this pull request almost 2 years ago
API Allow users to pass `DistanceMetric` objects to `metric` keyword argument

github.com/scikit-learn/scikit-learn - Micky774 opened this pull request almost 2 years ago
TST Interaction between `class_weight` and `sample_weight`

github.com/scikit-learn/scikit-learn - vitaliset opened this pull request almost 2 years ago
sklearn.tree.export_text failing when feature_names supplied

github.com/scikit-learn/scikit-learn - NickKanellos opened this issue almost 2 years ago
MAINT Deprecate `matching` as metric

github.com/scikit-learn/scikit-learn - magnusbarata opened this pull request almost 2 years ago
MAINT DOC HGBT leave updated if loss is not smooth

github.com/scikit-learn/scikit-learn - lorentzenchr opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.linear_model.ridge_regression

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
Add sample_weight parameter to OneHotEncoder.fit(...)

github.com/scikit-learn/scikit-learn - ArseniuML opened this issue almost 2 years ago
MNT reduce JupyterLite build size

github.com/scikit-learn/scikit-learn - lesteve opened this pull request almost 2 years ago
ENH Add Array API compatibility to MinMaxScaler

github.com/scikit-learn/scikit-learn - betatim opened this pull request almost 2 years ago
AdaBoost: allow base_estimator=None

github.com/scikit-learn/scikit-learn - markotoplak opened this pull request almost 2 years ago
AdaBoost: deprecation of "base_estimator" does not handle "base_estimator=None" setting properly

github.com/scikit-learn/scikit-learn - markotoplak opened this issue almost 2 years ago
MAINT Parameters validation for sklearn.model_selection.permutation_test_score

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.model_selection.validation_curve

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.model_selection.learning_curve

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
DOC Rework permutation importance with multicollinearity example

github.com/scikit-learn/scikit-learn - ArturoAmorQ opened this pull request almost 2 years ago
PERF fix overhead of _rescale_data in LinearRegression

github.com/scikit-learn/scikit-learn - ogrisel opened this pull request almost 2 years ago
Fix PLSR n_components documentation.

github.com/scikit-learn/scikit-learn - lhdgsn opened this pull request almost 2 years ago
ENH Add custom_range argument for partial dependence - version 2

github.com/scikit-learn/scikit-learn - stephenpardy opened this pull request almost 2 years ago
FIX thresholds should not exceed 1.0 with probabilities in `roc_curve`

github.com/scikit-learn/scikit-learn - glemaitre opened this pull request almost 2 years ago
Add sampling uncertainty on precision-recall and ROC curves

github.com/scikit-learn/scikit-learn - stephanecollot opened this pull request almost 2 years ago
Added feature to classification_report to output number of predictions as well.

github.com/scikit-learn/scikit-learn - seanswyi opened this pull request almost 2 years ago
ENH reuse parent histogram in HGBT

github.com/scikit-learn/scikit-learn - lorentzenchr opened this pull request almost 2 years ago
MAINT bump minimum version for pytest

github.com/scikit-learn/scikit-learn - glemaitre opened this pull request almost 2 years ago
[MRG+2] DOC Add example recommender system in the example gallery

github.com/scikit-learn/scikit-learn - ArturoAmorQ opened this pull request almost 2 years ago
SLEP006: default routing

github.com/scikit-learn/scikit-learn - adrinjalali opened this issue almost 2 years ago
fix(areaScores): consistency b/w aupr auroc

github.com/scikit-learn/scikit-learn - a-parida12 opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.datasets.load_diabetes

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.datasets.load_breast_cancer

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
LinearRegression with zero sample_weights is not the same as excluding those rows

github.com/scikit-learn/scikit-learn - lorentzenchr opened this issue almost 2 years ago
PERF Improve runtime for early stopping in HistGradientBoosting

github.com/scikit-learn/scikit-learn - thomasjpfan opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.datasets.fetch_species_distributions

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
⚠️ CI failed on Linux_Nightly.pylatest_pip_scipy_dev ⚠️

github.com/scikit-learn/scikit-learn - scikit-learn-bot opened this issue almost 2 years ago
Cloned estimators have identical randomness but different RNG instances

github.com/scikit-learn/scikit-learn - avm19 opened this issue almost 2 years ago
MAINT Parameters validation for sklearn.inspection.permutation_importance

github.com/scikit-learn/scikit-learn - yuanx749 opened this pull request almost 2 years ago
RandomForest not passing feature names to trees and creating warnings.

github.com/scikit-learn/scikit-learn - howarth opened this issue almost 2 years ago
MAINT Parameters validation for sklearn.utils.safe_mask

github.com/scikit-learn/scikit-learn - elabongaatuo opened this pull request almost 2 years ago
HistGradientBoosting counts and sample weights

github.com/scikit-learn/scikit-learn - lorentzenchr opened this issue almost 2 years ago
MAINT Parameters validation for sklearn.datasets.fetch_rcv1

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise_distances_chunked

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise_distances_argmin

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.manhattan_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
FEA add TunedThresholdClassifier meta-estimator to post-tune the cut-off threshold

github.com/scikit-learn/scikit-learn - glemaitre opened this pull request almost 2 years ago
Changing classification_report to also output the number of predictions along with the support.

github.com/scikit-learn/scikit-learn - seanswyi opened this issue almost 2 years ago
FIX Add check array for empirical_covariance

github.com/scikit-learn/scikit-learn - qbarthelemy opened this pull request almost 2 years ago
API Accept 'auto' option for 'dual' parameter in LinearSVC and LinearSVR

github.com/scikit-learn/scikit-learn - glevv opened this pull request almost 2 years ago
MAINT Parameters validation for graph.single_source_shortest_path_length

github.com/scikit-learn/scikit-learn - ChVeen opened this pull request almost 2 years ago
Rename quantile parameter in QuantileRegressor and HistGradientBoostingRegressor

github.com/scikit-learn/scikit-learn - lorentzenchr opened this issue almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.paired_cosine_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.paired_manhattan_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.paired_euclidean_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.sigmoid_kernel

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.rbf_kernel

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.polynomial_kernel

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.nan_euclidean_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.linear_kernel

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.laplacian_kernel

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.haversine_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.metrics.pairwise.cosine_distances

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.preprocessing.scale

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Parameters validation for sklearn.tree.export_graphviz

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
[ENH, DRAFT] Implement Precomputed distances in the Pairwise Distances Reduction framework

github.com/scikit-learn/scikit-learn - adam2392 opened this pull request almost 2 years ago
ENH Forces shape to be tuple when using Array API's reshape

github.com/scikit-learn/scikit-learn - thomasjpfan opened this pull request almost 2 years ago
Make more of the "tools" of scikit-learn Array API compatible

github.com/scikit-learn/scikit-learn - betatim opened this issue almost 2 years ago
ENH Gaussian mixture bypassing unnecessary initialization computing

github.com/scikit-learn/scikit-learn - jiawei-zhang-a opened this pull request almost 2 years ago
ENH PrecisionRecallDisplay add option to plot chance level

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
DOC fix SplineTransformer include_bias docstring

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
MAINT Clean-up deprecated transposed coef in PLS for 1.3

github.com/scikit-learn/scikit-learn - jeremiedbb opened this pull request almost 2 years ago
DOC Add description for the meaning of `None` for check_X_y

github.com/scikit-learn/scikit-learn - ricmperes opened this pull request almost 2 years ago
ENH FeatureUnion: Add verbose_feature_names_out parameter

github.com/scikit-learn/scikit-learn - jiawei-zhang-a opened this pull request almost 2 years ago
ENH RocCurveDisplay add option to plot chance level

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
Add documentation about re-building extensions to "Installing the development version of scikit-learn"

github.com/scikit-learn/scikit-learn - marenwestermann opened this issue almost 2 years ago
Add functions for calculating log-likelihood and null log-likelihood

github.com/scikit-learn/scikit-learn - AnkurSingh282000 opened this issue almost 2 years ago
Rename 2023-03-27 to 2023-03-27.md

github.com/scikit-learn/administrative - jjerphan opened this pull request almost 2 years ago
Add meeting notes from 2023-03-27

github.com/scikit-learn/administrative - thomasjpfan opened this pull request almost 2 years ago
DOC correct the range of `n_components` in `PLSRegression`

github.com/scikit-learn/scikit-learn - li1127217ye opened this pull request almost 2 years ago
[MRG] DOC GPs: log_marginal_likelihood() log(theta) input

github.com/scikit-learn/scikit-learn - elcorto opened this pull request almost 2 years ago
Improve early stopping of HGBT for scorers passed as string

github.com/scikit-learn/scikit-learn - lorentzenchr opened this issue almost 2 years ago
FIX SequentialFeatureSelector throws IndexError when cv is a generator

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago
ENH Improve ROC curves visualization and add option to plot chance level

github.com/scikit-learn/scikit-learn - Charlie-XIAO opened this pull request almost 2 years ago