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Outlier detection on a real data set — sc...
2 ]] # two clusters fig , ax = plt..."outlying points" , xy = ( 4 , 2 ), xycoords = "data"...scikit-learn.org/stable/auto_examples/applications/plot_outlier_detection_wine.html -
Multilabel classification using a classifier ch...
2 , random_state = 0 ) Fit models..."Chain 1" , "Chain 2" , "Chain 3" ,...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html -
Plot Ridge coefficients as a function of the re...
- 2 , n_alphas ) coefs = [] for a...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_path.html -
Test with permutations the significance of a cl...
StratifiedKFold ( n_splits = 2 , shuffle = True , random_state...scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html -
One-class SVM with non-linear kernel (RBF) R...
2 ) X_train = np . r_ [ X + 2 , X - 2 ] # Generate...randn ( 20 , 2 ) X_test = np . r_ [ X + 2 , X - 2 ] # Generate...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html -
Selecting the number of clusters with silhouett...
and 2 columns fig , ( ax1 , ax2 ) = plt . subplots ( 1 , 2 ) fig...ambivalent in deciding between 2 and 4. Also from the thickness...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
Build an AI research agent for image analysis w...
2 Vision Model alongside the Granite 3.2 8B Language...image analysis with Granite 3.2 Reasoning and Vision models Combine...developer.ibm.com/tutorials/awb-build-ai-research-agent-image-analysis-granite/ -
A demo of K-Means clustering on the handwritten...
can use PCA to project into a 2-dimensional space and plot the...reduced_data = PCA ( n_components = 2 ) . fit_transform ( data ) kmeans...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html -
9.3. Parallelism, resource management, and conf...
2.2.2. SKLEARN_WORKING_MEMORY # Sets...J. Fan . 9.3.2. Configuration switches # 9.3.2.1. Python API...scikit-learn.org/stable/computing/parallelism.html -
7.8. Pairwise metrics, Affinities and Kernels &...
for all a and b 2. d ( a , b ) == 0 , if and only...>>> X = np . array ([[ 2 , 3 ], [ 3 , 5 ], [ 5 , 8 ]])...scikit-learn.org/stable/modules/metrics.html