Examples

This is the gallery of examples that showcase how scikit-learn can be used. Some examples demonstrate the use of the API in general and some demonstrate specific applications in tutorial form. Also check out our user guide for more detailed illustrations.

blog

jupyter notebooks

Sample Notebooks.

Cluster

Examples related to the cluster module with e.g. KMeans instance.

plot_silhouette with examples

plot_silhouette with examples

Deciles

Examples related to the deciles module with e.g. LogisticRegression instance.

plot_cumulative_gain with examples

plot_cumulative_gain with examples

plot_ks_statistic with examples

plot_ks_statistic with examples

plot_lift_curve with examples

plot_lift_curve with examples

Decomposition

Examples related to the decomposition module with e.g. PCA instance.

plot_pca_2d_projection with examples

plot_pca_2d_projection with examples

plot_pca_component_variance with examples

plot_pca_component_variance with examples

Estimators

Examples related to the estimators module with e.g. LogisticRegression instance.

plot_feature_importances with examples

plot_feature_importances with examples

plot_learning_curve with examples

plot_learning_curve with examples

Metrics

Examples related to the metrics module with e.g. LogisticRegression instance.

plot_calibration_curve with examples

plot_calibration_curve with examples

plot_confusion_matrix with examples

plot_confusion_matrix with examples

plot_precision_recall with examples

plot_precision_recall with examples

plot_roc_curve with examples

plot_roc_curve with examples

plot_roc_curve with examples

plot_roc_curve with examples

plot_silhouette with examples

plot_silhouette with examples

ModelPlotPy

Examples related to the modelplotpy module with e.g. LogisticRegression instance.

Introduction to modelplotpy

Introduction to modelplotpy