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Sparse coding with a precomputed dictionary ...
) ** 2 / width ** 2 ) * np . exp ( - (( x - center ) ** 2 ) /.../ ( 2 * width ** 2 )) ) return x def ricker_matrix ( width , resolution...scikit-learn.org/stable/auto_examples/decomposition/plot_sparse_coding.html -
grid_search.rst.txt
+--------- | 3 * 2 = 6 | 70 // 2 = 35 | +--------- | 6 * 2 = 12 | 35...35 // 2 = 17 | +--------- | 12 * 2 = 24 | 17 // 2 = 8 | +---------...scikit-learn.org/stable/_sources/modules/grid_search.rst.txt -
Gradient Boosting regression — scikit-lea...
2 , 2 ) # `labels` argument in boxplot...permutation methods identify the same 2 strongly predictive features but...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regression.html -
d2_log_loss_score — scikit-learn 1.8.0 do...
Like R^2, D^2 score may be negative (it need...labels = None ) [source] # \(D^2\) score function, fraction of...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_log_loss_score.html -
IsolationForest example — scikit-learn 1....
2 ) @ covariance + np . array ([ 2 , 2 ]) # general...randn ( n_samples , 2 ) + np . array ([ - 2 , - 2 ]) # spherical outliers...scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html -
pair_confusion_matrix — scikit-learn 1.8....
2 ], [ 0 , 0 , 1 , 1 ]) array([[8, 2], [0, 2]]... Note...confusion matrix \(C\) computes a 2 by 2 similarity matrix between two...scikit-learn.org/stable/modules/generated/sklearn.metrics.cluster.pair_confusion_matrix.html -
LinearRegression — scikit-learn 1.8.0 doc...
2 ], [ 2 , 2 ], [ 2 , 3 ]]) >>>...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html -
SVC — scikit-learn 1.8.0 documentation
[ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>>...>>> y = np . array ([ 1 , 1 , 2 , 2 ]) >>> from sklearn.svm...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
Hybrid Cloud - Articles - IBM Developer
of 2 pages 1 2 of 2 pages Previous page Next...use case we introduced in Part 2. Edge computing Article Threat...developer.ibm.com/depmodels/hybrid-cloud/articles/ -
dbscan — scikit-learn 1.8.0 documentation
2 ], [ 2 , 2 ], [ 2 , 3 ], [ 8 , 7 ], [ 8...min_samples = 2 ) >>> core_samples array([0, 1, 2, 3, 4])...scikit-learn.org/stable/modules/generated/dbscan-function.html