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Gradient Boosting regularization — scikit-learn...
"learning_rate" : 0.2 , "subsample" : 1.0 }), ( "subsample=0.5" , "blue"..."subsample" : 1.0 }), ( "learning_rate=0.2" , "turquoise" , { "learning_rate"...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regularization.html -
Probability Calibration curves — scikit-learn 1...
0 ), ( 2 , 1 ), ( 3 , 0 ), ( 3 , 1 )] for i , ( _ , name ) in..., "Logistic" ), ( gnb , "Naive Bayes" ), ( gnb_isotonic , "Naive...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html -
Comparison of the K-Means and MiniBatchKMeans c...
= 0.98 , bottom = 0.05 , top = 0.9 ) colors = [ "#4EACC5" , "#FF9C34"...set_title ( "KMeans" ) ax . set_xticks (()) ax . set_yticks (()) plt...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
Linear and Quadratic Discriminant Analysis with...
np . array ([[ 0.0 , - 1.0 ], [ 2.5 , 0.7 ]]) * 2.0 cov_class_2...covariance , seed = 0 , ) covariance = np . array ([[ 0.0 , - 0.23 ],...scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html -
Decision Tree Regression with AdaBoost — scikit...
X ) . ravel () + rng . normal ( 0 , 0.1 , X . shape [ 0 ]) Training...random . RandomState ( 1 ) X = np . linspace ( 0 , 6 , 100 )[:, np...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_regression.html -
Comparison between grid search and successive h...
1e-2 , 1e-3 , 1e-4 , 1e-5 , 1e-6 , 1e-7 ] Cs = [ 1 , 10 , 100...set_xticks ( np . arange ( len ( Cs ))) ax . set_xticklabels ([ " {:.0E}...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
12.1. Array API support (experimental) — scikit...
array_api_dispatch = True ): ... lda = LinearDiscriminantAn () ... X_trans =...array_api_dispatch = True ): ... lda = LinearDiscriminantAn () ... X_trans =...scikit-learn.org/stable/modules/array_api.html -
7. Dataset transformations — scikit-learn 1.7.2...
Kernels 7.8.1. Cosine similarity 7.8.2. Linear kernel 7.8.3. Polynomial...estimators 7.1.1. Pipeline: chaining estimators 7.1.2. Transforming...scikit-learn.org/stable/data_transforms.html -
Developer’s Guide — scikit-learn 1.7.2 document...
optimize for speed Python, Cython or C/C++? Profiling Python code...top Ctrl + K GitHub Choose version Developer’s Guide # Contributing...scikit-learn.org/stable/developers/index.html -
7.7.0 APM Breaking changes | APM Overview [7.15...
to version 7.7. « 7.8.0 APM Breaking changes 7.6.0 APM Breaking...Attacher › Breaking changes « 7.8.0 APM Breaking changes 7.6.0 APM...www.elastic.co/guide/en/apm/get-started/current/breaking-7.7.0.html