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plot_release_highlights_1_7_0.py
Release Highlights for scikit-learn 1.7 ========== .. currentmodule::...announce the release of scikit-learn 1.7! Many bug fixes and improvements...scikit-learn.org/stable/_downloads/27dd4dbb41dee53fc86e0d5b6d3254d3/plot_release_highlights_1_7_0.py -
safe_sqr — scikit-learn 1.7.2 documentation
safe_sqr >>> safe_sqr ([ 1 , 2 , 3 ]) array([1, 4, 9]) On this page...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_sqr.html -
Robust linear model estimation using RANSAC — s...
n_features = 1 , n_informative = 1 , noise = 10 , coef...normal ( size = ( n_outliers , 1 )) y [: n_outliers ] = - 3 + 10...scikit-learn.org/stable/auto_examples/linear_model/plot_ransac.html -
murmurhash3_32 — scikit-learn 1.7.2 documentation
unsigned int from 0 to 2 ** 32 - 1 False: the results is casted to...from -(2 ** 31) to 2 ** 31 - 1 Examples >>> from sklearn.utils...scikit-learn.org/stable/modules/generated/sklearn.utils.murmurhash3_32.html -
Frequently Asked Questions — scikit-learn 1.7.2...
reshape ( - 1 , 1 ) >>> X array([[0], [1], [2]]) >>> # We...'brute' ) (array([0, 1]), array([ 0, 0, -1])) Note that the example...scikit-learn.org/stable/faq.html -
plot_release_highlights_1_7_0.ipynb
Release Highlights for scikit-learn 1.7\n\n.. currentmodule:: sklearn\n\nWe...announce the release of scikit-learn 1.7! Many bug fixes\nand improvements...scikit-learn.org/stable/_downloads/b7d178d09f44d400894015228deb0ddb/plot_release_highlights_1_7_0... -
isotonic_regression — scikit-learn 1.7.2 docume...
weight is set to 1 (equal weights). y_min float,...isotonic_regression ([ 5 , 3 , 1 , 2 , 8 , 10 , 7 , 9 , 6 , 4 ])...scikit-learn.org/stable/modules/generated/sklearn.isotonic.isotonic_regression.html -
check_cv — scikit-learn 1.7.2 documentation
y = [ 1 , 1 , 0 , 0 , 0 , 0 ], classifier...scikit-learn.org/stable/modules/generated/sklearn.model_selection.check_cv.html -
2.5. Decomposing signals in components (matrix ...
([[ 1 , 0 ], [ 1 , 6.1 ], [ 1 , 0 ], [ 1 , 4 ], [ 3.2 , 1 ], [...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...scikit-learn.org/stable/modules/decomposition.html -
Calibration — scikit-learn 1.7.2 documentation
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