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lars_path — scikit-learn 1.7.2 documentation
Gallery examples: Lasso, Lasso-LARS, and Elastic Net pathsscikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html -
LassoCV — scikit-learn 1.7.2 documentation
Gallery examples: Combine predictors using stacking Common pitfalls in the interpretation of coefficients of linear models L1-based models for Sparse Signals Lasso model selection: AIC-BIC / cross-...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
OrthogonalMatchingPursuit — scikit-learn ...
Gallery examples: Orthogonal Matching Pursuitscikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
LogisticRegressionCV — scikit-learn 1.7.2...
Gallery examples: Comparison of Calibration of Classifiers Importance of Feature Scalingscikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegressionCV.html -
mean_pinball_loss — scikit-learn 1.7.2 do...
Gallery examples: Lagged features for time series forecasting Prediction Intervals for Gradient Boosting Regression Features in Histogram Gradient Boosting Trees Release Highlights for scikit-learn...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_pinball_loss.html -
Calibration — scikit-learn 1.7.2 document...
Examples illustrating the calibration of predicted probabilities of classifiers. Comparison of Calibration of Classifiers Probability Calibration curves Probability Calibration for 3-class classifi...scikit-learn.org/stable/auto_examples/calibration/index.html -
Miscellaneous — scikit-learn 1.7.2 docume...
Miscellaneous and introductory examples for scikit-learn. Advanced Plotting With Partial Dependence Comparing anomaly detection algorithms for outlier detection on toy datasets Comparison of kernel...scikit-learn.org/stable/auto_examples/miscellaneous/index.html -
Isomap — scikit-learn 1.7.2 documentation
Gallery examples: Comparison of Manifold Learning methods Manifold learning on handwritten digits: Locally Linear Embedding, Isomap… Manifold Learning methods on a severed sphere Release Highlights...scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html -
train_test_split — scikit-learn 1.7.2 doc...
Gallery examples: Image denoising using kernel PCA Faces recognition example using eigenfaces and SVMs Model Complexity Influence Prediction Latency Lagged features for time series forecasting Prob...scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html -
PartialDependenceDisplay — scikit-learn 1...
Gallery examples: Features in Histogram Gradient Boosting Trees Monotonic Constraints Partial Dependence and Individual Conditional Expectation Plots Advanced Plotting With Partial Dependence Relea...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html