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dump_svmlight_file — scikit-learn 1.7.0 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 -
Contributing — scikit-learn 1.7.0 documentation
control this ratio with the -f flag. To run the full benchmark...scikit-learn.org/stable/developers/contributing.html -
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 -
Vector Quantization Example — scikit-learn 1.7....
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 -
10. Model persistence — scikit-learn 1.7.0 docu...
"wb" ) as f : f . write ( onx . SerializeToString..."filename.onnx" , "rb" ) as f : onx = f . read () sess = InferenceSession...scikit-learn.org/stable/model_persistence.html -
Ordinary Least Squares and Ridge Regression — s...
predict ( X_test ) print ( f "Mean squared error: { mean_squared_error...y_pred ) : .2f } " ) print ( f "Coefficient of determination:...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_ridge.html -
Observability for Amazon MQ with Elastic: Demys...
info ( f"Processing queue: { queue_name...decoded_json ) logger . info ( f"Decoded message: { json . dumps...www.elastic.co/observability-labs/blog/amazonmq-observability-rabbitmq-integration -
Visualizing the stock market structure — scikit...
"F" : "Ford" , "HMC" : "Honda" ,...Fetching quote history for np.str_('F') Fetching quote history for np.str_('GD')...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
SVM-Anova: SVM with univariate feature selectio...
f_classif from sklearn.pipeline..."anova" , SelectPercentile ( f_classif )), ( "scaler" , StandardScaler...scikit-learn.org/stable/auto_examples/svm/plot_svm_anova.html