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v0.1.57
v0.1.57
  • What is Evidently?
  • Installation
  • Get Started Tutorial
  • Reports
    • Data Drift
    • Data Quality
    • Numerical Target Drift
    • Categorical Target Drift
    • Regression Performance
    • Classification Performance
    • Probabilistic Classification Performance
  • Tests
  • Examples
  • Integrations
    • Evidently and Grafana
    • Evidently and Airflow
    • Evidently and MLflow
  • Features
    • Dashboards
      • Input data
      • Column mapping
      • Generate dashboards
      • CLI
      • Colab and other environments
    • Profiling
      • Input data
      • Column mapping
      • Generate profiles
      • CLI
    • Monitoring
  • User Guide
    • Customization
      • Select Widgets
      • Custom Widgets and Tabs
      • Options for Data / Target drift
      • Options for Quality Metrics
      • Options for Statistical Tests
      • Options for Color Schema
    • Recipes
  • SUPPORT
    • Contact
    • F.A.Q.
    • Telemetry
    • Changelog
  • GitHub Page
  • Website
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On this page
  • I found a bug. Where to report it?
  • I have a question about the tool. Where to ask it?
  • Can you add {insert a plot type} to one of your reports?
  • Can I export the report to display it elsewhere / integrate it into the prediction pipeline?
  • The HTML report size is too large. Can I decrease it?
  • Does it work for large datasets and distributed computation?
  • Do you have a Slack chat?
  1. SUPPORT

F.A.Q.

I found a bug. Where to report it?

Check if there is already an open issue on the topic on GitHub. If there is none, create a new issue.

I have a question about the tool. Where to ask it?

Open an issue on GitHub, or ask in our Discord community.

Can you add {insert a plot type} to one of your reports?

We probably can! However, we might choose not to, since we try to have a good-enough default setup without unnecessarily increasing the size of the report. That is a delicate balance!

If you want to change the default report, you can create a custom widget and tab, and even contribute it back to the community gallery! Explore the Customization section for more details.

Can I export the report to display it elsewhere / integrate it into the prediction pipeline?

You can export the report summary as a JSON profile and integrate it with external tools. Refer to the Integration section to see examples.

The HTML report size is too large. Can I decrease it?

Unfortunately, not yet.

It happens because we store all the data inside the HTML file itself. We will address this in the later versions of the tool when it will be available as a service.

In the meantime, we suggest using some sampling strategy for your dataset, for instance, random sampling or stratified sampling.

Does it work for large datasets and distributed computation?

If your dataset is too large, you can define a sampling strategy.

We plan to add support for distributed computation in the later version.

Do you have a Slack chat?

We have a Discord community!

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Last updated 2 years ago