Examples

See the code

Sample Jupyter notebooks

Each one shows how to create a dashboard, a JSON profile and export an HTML report.

Report Type

Jupyter notebook

Data source

Data Drift

Iris

Boston Housing

Numerical Target Drift

Iris

Breast Cancer

Categorical Target Drift

Boston Housing

Regression Performance

Bike Sharing

UCI: link

Classification Performance

Iris

Probabilistic Classification Performance

Iris

Breast Cancer

Tutorials

To better understand potential use cases (such as model evaluation and monitoring), refer to the detailed tutorials accompanied by the blog posts.

Integrations

To see how to integrate Evidently in your prediction pipelines and use it with other tools, refer to the integrations.