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Lasso on dense and sparse data — scikit-learn 1...
y ) print ( f "Sparse Lasso done in { ( time...dense_lasso . fit ( X , y ) print ( f "Dense Lasso done in { ( time...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html -
Effect of transforming the targets in regressio...
model_selection import train_test_split f , ( ax0 , ax1 ) = plt . subplots..."Transformed target distribution" ) f . suptitle ( "Synthetic data"...scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html -
dump_svmlight_file — scikit-learn 1.5.2 documen...
data will be written to f. f should be opened in binary mode....dump_svmlight_file ( X , y , f , * , zero_based = True , comment...scikit-learn.org/stable/modules/generated/sklearn.datasets.dump_svmlight_file.html -
Vector Quantization Example — scikit-learn 1.5....
face ( gray = True ) print ( f "The dimension of the image is...raccoon_face . shape } " ) print ( f "The data used to encode the image...scikit-learn.org/stable/auto_examples/cluster/plot_face_compress.html -
9. Model persistence — scikit-learn 1.5.2 docum...
"wb" ) as f : f . write ( onx . SerializeToString..."filename.onnx" , "rb" ) as f : onx = f . read () sess = InferenceSession...scikit-learn.org/stable/model_persistence.html -
Election 2024 live updates: Harris delivers 'cl...
rejected a long-shot bid by Robert F. Kennedy Jr., who ended his independent...assassinated Rebecca Shabad Robert F. Kennedy Jr. suggested this morning...www.nbcnews.com/politics/2024-election/live-blog/election-2024-live-updates-harris-trump-rcna177528 -
Monotonic Constraints — scikit-learn 1.5.2 docu...
with f_0, and negatively correlated with f_1 y = 5 * f_0 + np.... pi * f_0 ) - 5 * f_1 - np . cos ( 10 * np . pi * f_1 ) + noise...scikit-learn.org/stable/auto_examples/ensemble/plot_monotonic_constraints.html -
Color Quantization using K-Means — scikit-learn...
image_array_sample ) print ( f "done in { time () - t0 : 0.3f...predict ( image_array ) print ( f "done in { time () - t0 : 0.3f...scikit-learn.org/stable/auto_examples/cluster/plot_color_quantization.html -
sklearn.feature_selection — scikit-learn 1.5.2 ...
f_classif Compute the ANOVA F-value for the provided...provided sample. f_regression Univariate linear regression tests...scikit-learn.org/stable/api/sklearn.feature_selection.html -
Hierarchical clustering: structured vs unstruct...
print ( f "Elapsed time: { elapsed_time : .2f } s" ) print ( f "Number...print ( f "Elapsed time: { elapsed_time : .2f } s" ) print ( f "Number...scikit-learn.org/stable/auto_examples/cluster/plot_ward_structured_vs_unstructured.html