📄️ Custom Metrics
Every ML and data pipeline use case is different! It is not unusual for AI Observatory users to supply custom metrics into the platform. Overall, there are three use cases for custom metrics:
📄️ Data Quality Check
Motivation
📄️ Distributional Drift
Motivation
📄️ Embeddings Data
Embeddings features are currently in beta. Expect changes to the whylogs functionality and platform capabilities.
📄️ Language Models
Motivation
📄️ Image Data
In addition to tabular and textual data, whylogs can generate profiles of image data. whylogs automatically computes a number of metrics relative to image data. These include the following.