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sample_notebooks

Sample notebooks

Here you can find simple examples on toy datasets to quickly explore what Evidently can do right out of the box. Each shows how to create a default Evidently dashboard, a JSON profile and an HTML report.

Report Jupyter notebook Colab notebook Data source
Getting Started Tutorial link link California housing sklearn.datasets
Evidently Metrics link link Adult data set openml
Evidently Metric Presets link link Adult data set openml, California housing sklearn.datasets, Breast cancer sklearn.datasets, Iris plants sklearn.datasets
Evidently Tests link link Adult data set openml, California housing sklearn.datasets, Breast cancer sklearn.datasets, Iris plants sklearn.datasets
Evidently Test Presets link link Adult data set openml, California housing sklearn.datasets, Breast cancer sklearn.datasets, Iris plants sklearn.datasets

To learn how to adjust evidently as you need, refer to the how-to questions.

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

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