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KernelPCA — scikit-learn 1.7.1 documentation
kept. kernel {‘linear’, ‘poly’, ‘rbf’, ‘sigmoid’, ‘cosine’, ‘precomputed’}...based on [2] . eigen_solver {‘auto’, ‘dense’, ‘arpack’, ‘randomized’},...scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html -
1.17. Neural network models (supervised) — scik...
clf . predict ([[ 2. , 2. ], [ - 1. , - 2. ]]) array([1, 0]) MLP...>>> X = [[ 0. , 0. ], [ 1. , 1. ]] >>> y = [ 0 , 1 ] >>> clf =...scikit-learn.org/stable/modules/neural_networks_supervised.html -
Covariance estimation — scikit-learn 1.7.1 docu...
concerning the sklearn.covariance module. Ledoit-Wolf vs OAS estimation...Ctrl + K GitHub Choose version Covariance estimation # Examples...scikit-learn.org/stable/auto_examples/covariance/index.html -
Developing Estimators — scikit-learn 1.7.1 docu...
Ctrl + K GitHub Choose version Developing Estimators # Examples...development of Custom Estimator. __sklearn_is_fitted__ as Developer...scikit-learn.org/stable/auto_examples/developing_estimators/index.html -
HistGradientBoostingClassifier — scikit-learn 1...
validation_fraction = 0.1 , n_iter_no_change = 10 , tol = 1e-07 , verbose =...learning_rate = 0.1 , max_iter = 100 , max_leaf_nodes = 31 , max_depth...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
plot_release_highlights_1_7_0.py
# %% # Array API support # ---------- # Several functions have...Pipeline([("sc", StandardScaler()), ("clf", clf)], transform_input=["X_val"])...scikit-learn.org/stable/_downloads/27dd4dbb41dee53fc86e0d5b6d3254d3/plot_release_highlights_1_7_0.py -
RBF — scikit-learn 1.7.1 documentation
[: 2 ,:]) array([[0.8354, 0.03228, 0.1322], [0.7906, 0.0652, 0.1441]])...load_iris ( return_X_y = True ) >>> kernel = 1.0 * RBF ( 1.0 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.RBF.html -
plot_release_highlights_1_7_0.rst.txt
mode */ --sklearn-color-text: #000; --sklearn-color-text-muted:...var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1,...scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_7_0.r... -
empirical_covariance — scikit-learn 1.7.1 docum...
[[ 1 , 1 , 1 ],[ 1 , 1 , 1 ],[ 1 , 1 , 1 ], ... [ 0 , 0 , 0 ],[...) array([[0.25, 0.25, 0.25], [0.25, 0.25, 0.25], [0.25, 0.25,...scikit-learn.org/stable/modules/generated/sklearn.covariance.empirical_covariance.html -
fetch_covtype — scikit-learn 1.7.1 documentation
cov_type . feature_names [: 4 ] ['Elevation', 'Aspect', 'Slope', '...encountered. Added in version 1.5. delay float, default=1.0 Number...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_covtype.html