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t-SNE: The effect of various perplexity values ...
2 sec circles, perplexity=50 in...n_samples = 150 n_components = 2 ( fig , subplots ) = plt . subplots...scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html -
LoadTimeWeavingConfiguration (Spring Framework ...
proxyBeanMethods =false) @Role (2) public class LoadTimeWeavingConfi...name ="loadTimeWeaver") @Role (2) public LoadTimeWeaver...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/context/annotation/L... -
plot_kmeans_digits.zip
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/_downloads/1393861b58df827d4c681b80a5be2472/plot_kmeans_digits.zip -
LassoLarsCV — scikit-learn 1.8.0 document...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_jobs = None , eps = np.float64(2.220446049250313e-16) , copy_X...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.html -
LinearDiscriminantAnalysis — scikit-learn...
[ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2 , 2...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysi... -
euclidean_distances — scikit-learn 1.8.0 ...
x ) - 2 * dot ( x , y ) + dot ( y , y...dot-products of vectors in Y (e.g., (Y**2).sum(axis=1) ) May be ignored...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.euclidean_distances.html -
Optimizing GPU accelerated VMs with KubeVirt - ...
GPU(column) bandwidth (GB/s) 0 1 2 3 4 5 6 7 0 12.61 12.52 15.46...NUMA node: 1 Thread of device 2 running on CPU: 152, NUMA node:...developer.ibm.com/articles/gpu-vms-kubevirt-numa-nodes/ -
HashingVectorizer — scikit-learn 1.8.0 do...
2) means unigrams and bigrams, and (2, 2) means only...n_features is large enough (e.g. 2 ** 18 for text classification...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.HashingVectorizer.html -
safe_sqr — scikit-learn 1.8.0 documentation
Returns : X ** 2 element wise square Return the...>>> safe_sqr ([ 1 , 2 , 3 ]) array([1, 4, 9]) On this...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_sqr.html -
label_binarize — scikit-learn 1.8.0 docum...
2 , 4 , 6 ]) array([[1, 0, 0, 0],...6 ], classes = [ 1 , 6 , 4 , 2 ]) array([[1, 0, 0, 0], [0, 1,...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.label_binarize.html