Examples

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

This page contains example plots. Click on any image to see the full image and source code.

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jupyter notebooks

Sample Notebooks.

Array API support (experimental)

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

Calibration

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

plot_calibration with examples

plot_calibration with examples

Classification

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

plot_classifier_eval with examples

plot_classifier_eval with examples

plot_confusion_matrix with examples

plot_confusion_matrix with examples

plot_feature_importances with examples

plot_feature_importances with examples

plot_learning_curve with examples

plot_learning_curve with examples

plot_precision_recall with examples

plot_precision_recall with examples

plot_roc_curve with examples

plot_roc_curve with examples

Clustering

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

plot_elbow with examples

plot_elbow with examples

plot_silhouette with examples

plot_silhouette 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

KeyToDataScience

Examples related to the kds 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 with examples

plot_lift with examples

modelplotpy

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

Introduction to modelplotpy

Introduction to modelplotpy

Regression

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

plot_residuals_distribution with examples

plot_residuals_distribution with examples

Stats

Examples related to the stats module with e.g. LinearRegression instance.

Visualkeras ANN

Examples related to the visualkeras module with e.g. a tf.keras.Model model instance.

Visualkeras Spam Classification Conv1D Dense Example

Visualkeras Spam Classification Conv1D Dense Example

visualkeras Spam Dense example

visualkeras Spam Dense example

Visualkeras CNN

Examples related to the visualkeras module with e.g. a tf.keras.Model model instance.

visualkeras autoencoder example

visualkeras autoencoder example

visualkeras custom vgg16 example

visualkeras custom vgg16 example

visualkeras custom vgg16 show dimension example

visualkeras custom vgg16 show dimension example

visualkeras EfficientNetV2 example

visualkeras EfficientNetV2 example

visualkeras ResNetV2 example

visualkeras ResNetV2 example

visualkeras custom VGG example

visualkeras custom VGG example

Visualkeras NLP

Examples related to the visualkeras module with e.g. a tf.keras.Model or Module or TFPreTrainedModel model instance.

visualkeras transformers example

visualkeras transformers example