Examples
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.
Title | Jupyter notebook | Colab notebook | Contents |
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Evidently Test Presets | All pre-built Test Suites:
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Evidently Tests |
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Evidently Metric Presets | All pre-built Reports:
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Evidently Metrics |
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To better understand the use cases (such as model evaluation and monitoring), refer to the detailed tutorials accompanied by the blog posts.
Title | Code example | Blog post |
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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.
Last modified 1mo ago