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evidently

v0.7.21 Breaking

This release includes 1 breaking change for platform teams planning a safe upgrade.

Published 2mo Monitoring & Metrics
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

data-drift data-quality data-science data-validation generative-ai html-report
+7 more
jupyter-notebook llm llmops machine-learning mlops model-monitoring pandas-dataframe

Summary

AI summary

Python 3.9 support dropped.

Full changelog

What's Changed

  • feat: enable logo display in API documentation generation by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1793
  • fix: Add pagination to reports table to fix UI performance by @jasperbruin in https://github.com/evidentlyai/evidently/pull/1797
  • UI: snapshots pagination bit changes by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1804
  • Pandas 3 support by @Liraim in https://github.com/evidentlyai/evidently/pull/1807
  • CI: deploy artifacts better by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1812
  • fix: correct output prefix syntax in GitHub Actions workflow by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1814
  • ci: prevent deployment on cancelled workflow runs in GitHub Actions by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1815
  • fix: correct HTML report path in GitHub Actions workflow by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1817
  • CI: explicit download artifacts by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1822
  • Drop python 3.9 support by @mike0sv in https://github.com/evidentlyai/evidently/pull/1811
  • CI: remove redundant test by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1821
  • Enhance README with API Reference and documentation update by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1819
  • Update API reference documentation in README.md for clarity and structure by @DimaAmega in https://github.com/evidentlyai/evidently/pull/1823
  • Implement Embeddings drift metric in new API by @Liraim in https://github.com/evidentlyai/evidently/pull/1828
  • Support nbinsx for ValueDrift metric. by @Liraim in https://github.com/evidentlyai/evidently/pull/1826
  • Fail early on empty input data in Report.run by @Si-ra-kri in https://github.com/evidentlyai/evidently/pull/1820
  • Add methods to handle near-zero values for MAPE metric. by @Liraim in https://github.com/evidentlyai/evidently/pull/1835
  • Fix MAPE warnings by @Liraim in https://github.com/evidentlyai/evidently/pull/1837
  • Examples Cleanup by @emeli-dral in https://github.com/evidentlyai/evidently/pull/1836
  • Fix CategoryCount with multiple labels if some labels are missing by @Liraim in https://github.com/evidentlyai/evidently/pull/1838

New Contributors

  • @Si-ra-kri made their first contribution in https://github.com/evidentlyai/evidently/pull/1820

Full Changelog: https://github.com/evidentlyai/evidently/compare/v0.7.20...v0.7.21

Breaking Changes

  • Python 3.9 support dropped
View diff on GitHub

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About evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

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