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Time-related feature engineering — scikit-learn...
test_0 = all_splits [ 0 ] X . iloc [ test_0 ] season...train_4 , test_4 = all_splits [ 4 ] X . iloc [ test_4 ] season...scikit-learn.org/stable/auto_examples/applications/plot_cyclical_feature_engineering.html -
Developing scikit-learn estimators — scikit-lea...
_skip_test (default=False) whether to skip common tests entirely....Numbers Numerical assertions in tests Developing scikit-learn estimators...scikit-learn.org/stable/developers/develop.html -
2.5. Decomposing signals in components (matrix ...
||X-UV||_{\text{Fro}}^2+\alpha||V||_{1,1} \\ \text{subject to...||X-UV||_{\text{Fro}}^2+\alpha||U||_{1,1} \\ \text{subject to...scikit-learn.org/stable/modules/decomposition.html -
Evaluation of outlier detection estimators — sc...
reduced using a stratified train_test_split . Furthermore, we set...sklearn.model_selection import train_test_split X , y = fetch_kddcup99...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
Slashdot: News for nerds, stuff that matters
Google's Nest speakers were some of the best smart home interfaces...they aren't required to have tested safety controls built in. And...devices.slashdot.org -
Lagged features for time series forecasting — s...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , test_size = 0.2 , random_state = 42 )...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
How does Elastic Security drive value to your o...
We start testing and consuming capabilities...as customer zero. We start testing and consuming capabilities...www.elastic.co/blog/how-elastic-security-drive-value-organization -
Common pitfalls in the interpretation of coeffi...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...predict ( X_test ) mae_test = median_absolute_error ( y_test , y_pred...scikit-learn.org/stable/auto_examples/inspection/plot_linear_model_coefficient_interpretation.html -
Partial Dependence and Individual Conditional E...
( f "Test R2 score: { mlp_model . score ( X_test , y_test ) :...f "Test R2 score: { hgbdt_model . score ( X_test , y_test ) :...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html -
By standardizing on Elasticsearch Service, Sovr...
Scalability tests blew through previous barriers....empowers recruiters to find the best candidates. Sovren no longer...www.elastic.co/customers/sovren