Evidently AI

Data Free AI Tools Programming
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Evidently AI

Evidently AI is an open-source tool that helps evaluate, test, and monitor machine learning models in production. It offers features such as model quality evaluation, data drift testing, target drift understanding, and data quality snapshotting.

Evidently AI’s features include:

  • Model quality evaluation to go beyond aggregate performance and discover where models fail
  • Data drift testing to compare input feature distributions and explore drift visually
  • Target drift understanding to monitor changes in model predictions and target behavior over time
  • Data quality snapshotting to get a snapshot of data health and explore feature behavior and statistical properties
    • Pricing Type: Free
    Platform(s): API, Open Source

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