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3.1. Cross-validation: evaluating estimator per...
1.1. Computing cross-validated metrics 3.1.1.1. The cross_validate...3.1.2.1.1. K-fold 3.1.2.1.2. Repeated K-Fold 3.1.2.1.3. Leave One Out...scikit-learn.org/stable/modules/cross_validation.html -
sklearn.preprocessing.SplineTransformer — sciki...
n_splines=n_knots + degree - 1 ( n_knots - 1 for extrapolation="periodic"...available with scipy>=1.8 . New in version 1.2. Attributes : bsplines_...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
sklearn.decomposition.MiniBatchDictionaryLearni...
* || U || _1 , 1 ( U , V ) with || V_k || _2 <= 1 for all 0 <=...New in version 1.1. Deprecated since version 1.4: max_iter=None...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html -
Unsupervised learning: seeking representations ...
array ([[ 1 , 1 , 1 ], [ 0.5 , 2 , 1 ], [ 1.5 , 1 , 2 ]]) # Mixing...k_means . labels_ [:: 10 ]) [1 1 1 1 1 2 0 0 0 0 2 2 2 2 2] >>> print...scikit-learn.org/stable/tutorial/statistical_inference/unsupervised_learning.html -
sklearn.ensemble.HistGradientBoostingClassifier...
that categorical values of 1.0 and 1 are treated as the same category....integer values: 1: monotonic increase 0: no constraint -1: monotonic...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
sklearn.decomposition.KernelPCA — scikit-learn ...
coef0 = 1 , kernel_params = None , alpha = 1.0 , fit_inverse_transform...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html -
An introduction to machine learning with scikit...
array([[1, 1, 0, 0, 0], [1, 0, 1, 0, 0], [0, 1, 0, 1, 0], [1, 0,...predict ( X ) array([[1, 0, 0], [1, 0, 0], [0, 1, 0], [0, 0, 0], [0,...scikit-learn.org/stable/tutorial/basic/tutorial.html -
1.14. Semi-supervised learning — scikit-learn 1...
1.14. Semi-supervised learning 1.14.1. Self Training 1.14.2....See here for more details. 1.14.1. Self Training This self-training...scikit-learn.org/stable/modules/semi_supervised.html -
Version 1.2 — scikit-learn 1.4.2 documentation
is deprecated in 1.2.1 and will be removed in 1.5. Instead, import...use the software. Version 1.2 Version 1.2.2 Changelog sklearn.base...scikit-learn.org/stable/whats_new/v1.2.html -
sklearn.ensemble.VotingRegressor — scikit-learn...
means 1 unless in a joblib.parallel_backend context. -1 means...KNeighborsRegressor () >>> X = np . array ([[ 1 , 1 ], [ 2 , 4 ], [ 3 , 9 ], [ 4...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingRegressor.html