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MNIST classification using multinomial logistic...
y_test ) # print('Best C % .4f' % clf.C_) print ( "Sparsity with...convergence clf = LogisticRegression ( C = 50.0 / train_samples , penalty...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_mnist.html -
Plot randomly generated multilabel dataset — sc...
(random_state=73): Class P(C) P(w0|C) P(w1|C) red 0.38 0.71 0.29 blue...print ( "Class" , "P(C)" , "P(w0|C)" , "P(w1|C)" , sep = " \t " )...scikit-learn.org/stable/auto_examples/datasets/plot_random_multilabel_dataset.html -
Logistic Regression 3-class Classifier — scikit...
logreg = LogisticRegression ( C = 1e5 ) logreg . fit ( X , Y )...scatter ( X [:, 0 ], X [:, 1 ], c = Y , edgecolors = "k" , cmap...scikit-learn.org/stable/auto_examples/linear_model/plot_iris_logistic.html -
SVM: Maximum margin separating hyperplane — sci...
C = 1000 ) clf . fit ( X , y ) plt...scatter ( X [:, 0 ], X [:, 1 ], c = y , s = 30 , cmap = plt . cm...scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane.html -
Plot different SVM classifiers in the iris data...
C = C ), svm . LinearSVC ( C = C , max_iter = 10000...kernel = "rbf" , gamma = 0.7 , C = C ), svm . SVC ( kernel = "poly"...scikit-learn.org/stable/auto_examples/svm/plot_iris_svc.html -
Density Estimation for a Gaussian mixture — sci...
centered stretched Gaussian data C = np . array ([[ 0.0 , - 0.7 ],...random . randn ( n_samples , 2 ), C ) # concatenate the two datasets...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_pdf.html -
Cython Best Practices, Conventions and Knowledg...
NumPy recent C API . In doubt, read the generated C or C++ code if...link - args =/ openmp To debug C code (e.g. a segfault), do use...scikit-learn.org/dev/developers/cython.html -
Related Projects — scikit-learn 1.5.0 documenta...
trained scikit-learn models to C, Java, Javascript and others....estimators into a native code of C, Java, Go, R, PHP, Dart, Haskell,...scikit-learn.org/stable/related_projects.html -
Elastic PostgreSQL connector reference | Enterp...
35 14 Alex 22 customer table c_id name age 2 Elm 24 6 Pine 30...ON employee.emp_id = customer.c_id" } ] When using advanced rules,...www.elastic.co/guide/en/enterprise-search/current/connectors-postgresql.html -
How to optimize for speed — scikit-learn 1.6.de...
Cython or C/C++? # In general, the scikit-learn...a well maintained BSD or MIT C/C++ implementation of the same...scikit-learn.org/dev/developers/performance.html