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DataEval

  • Overview
  • Installation Guide
  • Tutorials
  • How-to Guides
  • Concepts
    • Workflows
    • Glossary
    • API Reference
    • Contributing to DataEval
    • DataEval Change Log
    • About
  • Overview
  • Installation Guide
  • Tutorials
  • How-to Guides
  • Concepts
  • Workflows
  • Glossary
  • API Reference
  • Contributing to DataEval
  • DataEval Change Log
  • About

Section Navigation

  • Data Cleaning Guide
  • Assessing the Data Space
  • Identifying Bias and Correlations Guide
  • Data Monitoring Guide
  • Tutorials

Tutorials#

These tutorials demonstrate how to use DataEval to perform data analysis tasks using various detectors, metrics and workflows to assess the suitability of a dataset and/or model.

In addition to viewing them in our documentation, these notebooks can also be opened in Google Colab to be used interactively!

Data Engineering Stage

  • Data Cleaning Guide Open In Colab

  • Assessing the Data Space Guide Open In Colab

  • Identifying Bias and Correlations Guide Open In Colab

Monitoring Stage

  • Data Monitoring Guide Open In Colab

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