A code example walkthrough of creating a custom metric using the Evidently Python library.
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Video 6. , by Emeli Dral
This is an optional code practice video. It is useful when you already have experience using the Evidently Python library and are familiar with the existing Metrics and Tests. If you are new - check out the next module for an end-to-end example!
Want to go straight to code? Here is the to follow along.
Outline: Introduction Imports Understanding the structure of Metrics and Tests Create a dummy custom metric Apply a dummy metric on toy data Create a more complicated metric: Mean by Category Apply a new metric on toy data