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Evidently is an open-source Python library for data scientists and ML engineers. It helps evaluate, test, and monitor ML models from validation to production. It works with tabular, text data and embeddings.
Features
- Evidently has a modular approach with 3 components on top of the shared metrics functionality
- Tests perform structured data and ML model checks
- Interactive visualizations
- ML monitoring dashboard
- MAC OS and Linux
- Documentation available
Project Samples
License
Apache License V2.0Follow Evidently
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