Sample notebooks and tutorials
These simple examples show what Evidently can do out of the box. Head to Colab examples to see the pre-rendered reports.
Evidently Test Presets
All pre-built Test Suites:
Evidently Metric Presets
All pre-built Reports:
To better understand the use cases (such as model evaluation and monitoring), refer to the detailed tutorials accompanied by the blog posts.
Understand ML model decay in production (regression example)
Compare two ML models before deployment (classification example)
Evaluate and visualize historical data drift
Monitor NLP models in production
To see how to integrate Evidently in your prediction pipelines and use it with other tools, refer to the integrations.