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ログにこだわるLastaFlute (Friendly Logging) | LastaFlute
/= = = = = = = = = = = = = = = = = = = = = = = = = = = = =...@Log /= = = = = = = = = = = = = = = = = = = = = = = = = = = = =...dbflute.seasar.org/ja/lastaflute/howto/architecture/friendlylogging.html -
plot_hgbt_regression.zip
py """ ========== Features in Histogram Gradient...Gradient Boosting Trees ========== :ref:`histogram_based_gradient_boosting`...scikit-learn.org/stable/_downloads/ef504a3cb245a55fde178198c8218b4a/plot_hgbt_regression.zip -
plot_classifier_comparison.rst.txt
py: ========== Classifier comparison ========== A comparison...random_state=42), SVC(gamma=2, C=1, random_state=42), GaussianProcessClass(1.0...scikit-learn.org/stable/_sources/auto_examples/classification/plot_classifier_comparison.rst.txt -
One-class SVM with non-linear kernel (RBF) — sc...
X_outliers = np . random . uniform ( low =- 4 , high = 4 , size = ( 20...levels = [ 0 ], colors = "darkred" , linewidths = 2 , ) s = 40 b1...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html -
Comparison between grid search and successive h...
} clf = SVC ( random_state = rng ) tic = time () gsh = HalvingGridSearchCV...ha = "center" , va = "center" , color = "w" , fontsize = 20 ,...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Ability of Gaussian process regression (GPR) to...
y = y_train , color = "black" , alpha = 0.4 , label = "Observations"...], y = y_train , color = "black" , alpha = 0.4 , label = "Observations"...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy.html -
Comparison of the K-Means and MiniBatchKMeans c...
different += ( k_means_labels == k ) != ( mbk_means_labels == k ) identical...( left = 0.02 , right = 0.98 , bottom = 0.05 , top = 0.9 ) colors...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
plot_multi_metric_evaluation.py
""" ========== Demonstration of multi-metric evaluation on cross_val_score...cross_val_score and GridSearchCV ========== Multiple metric parameter...scikit-learn.org/stable/_downloads/dedbcc9464f3269f4f012f4bfc7d16da/plot_multi_metric_evaluation.py -
Manifold learning on handwritten digits: Locall...
axs = plt . subplots ( nrows = 10 , ncols = 10 , figsize = ( 6...X [ y == digit ] . T , marker = f "$ { digit } $" , s = 60 , color...scikit-learn.org/stable/auto_examples/manifold/plot_lle_digits.html -
Multiclass sparse logistic regression on 20newg...
train_samples=4500, n_features=130107, n_classes=20 [model=One versus...max_iter = this_max_iter , random_state = 42 , ) if model == "ovr"...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_20newsgroups.html