The UI will need to implement an explainability chart with custom features for phase 0.

Features:

• Tab on the inference metrics page
• 1 graph
  • metrics drop down with 2 queries
  • includes sub-filters for each query
    • feature dropdown with types of features (options tbd); eg. age, gender, etc
    • group dropdown with sub-sections of the type (options tbd); eg. age: 20-29, etc

Prerequisites:

• A deployable (even if just dev) stack to interact with a model on a dev cluster and generate the needed data to chart
• Queries determined and presented in some fashion (doc, comment, etc) with variables for feature & group – should be prometheus queries
• Understanding of what the features & group dropdown values are going to be (for hardcoding or fetching – assuming previous stack question is answered)