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Perceptron — scikit-learn 1.5.2 documentation
fit_intercept = True , max_iter = 1000 , tol = 0.001 , shuffle = True...verbose = 0 , eta0 = 1.0 , n_jobs = None , random_state = 0 , early_stopping...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html -
MLPClassifier — scikit-learn 1.5.2 documentation
learning_rate_init = 0.001 , power_t = 0.5 , max_iter = 200 , shuffle = True...random_state = None , tol = 0.0001 , verbose = False , warm_start = False...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPClassifier.html -
Lasso on dense and sparse data — scikit-learn 1...
y = make_regression ( n_samples = 200 , n_features = 5000...coo_matrix ( X ) alpha = 1 sparse_lasso = Lasso ( alpha = alpha , fit_intercept...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html -
Test with permutations the significance of a cl...
clf = SVC ( kernel = "linear" , random_state = 7 ) cv = StratifiedKFold...load_iris iris = load_iris () X = iris . data y = iris . target...scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html -
RepeatedKFold — scikit-learn 1.5.2 documentation
n_splits = 5 , n_repeats = 10 , random_state = None ) [source]...RepeatedKFold ( n_splits = 2 , n_repeats = 2 , random_state = 2652124 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedKFold.html -
MultiTaskElasticNet — scikit-learn 1.5.2 docume...
copy_X = True , max_iter = 1000 , tol = 0.0001 , warm_start = False...l1_ratio = 0.5 , eps = 0.001 , n_alphas = 100 , alphas = None ,...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNet.html -
MultiTaskElasticNetCV — scikit-learn 1.5.2 docu...
l1_ratio = 0.5 , eps = 0.001 , n_alphas = 100 , alphas = None ,...fit_intercept = True , max_iter = 1000 , tol = 0.0001 , cv = None ,...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html -
governance.rst.txt
_governance: ========== Scikit-learn governance and decision-making...decision-making ========== The purpose of this document is to formalize...scikit-learn.org/stable/_sources/governance.rst.txt -
Failure of Machine Learning to infer causal eff...
< 0 ] = 0 abilities = rng . normal ( 0 , 0.15 , size = n_samples...grid = sns . pairplot ( df , diag_kind = "kde" , corner = True...scikit-learn.org/stable/auto_examples/inspection/plot_causal_interpretation.html -
OpenTelemetry Bridge | APM .NET Agent Reference...
src = new ActivitySource("Test"); using var activity1 = src...."test", t => { Thread.Sleep(100); using (var activity = src.StartActivity("foo"))...www.elastic.co/guide/en/apm/agent/dotnet/current/opentelemetry-bridge.html