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area / onboardingIssue area: onboardingIssue area: onboardingphase / exploringIssue phase: issue is in discovery phaseIssue phase: issue is in discovery phase
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Description
π Feature
Poor onboarding when opening explorers for the first time.
Motivation
When a user navigates to an explorer(e.g. Metrics Explorer), an empty screen appears.
It is not obvious for users:
- how to use the explorer
- what is its purpose
- how to select, visualize and explore the metadata
Pitch
In order to make the onboarding more seamless one proposal is to search and display metrics of the latest 10 runs by default. Grouped into plots by their names.
For example
Search:
- Default selected metrics:
loss, bleu - Default query:
run.hash in runs[-10:](note thatrunsobject is not currently available in query context, it will be added to enable accessing all run hashes of.aimrepo)
Plots:
| loss | bleu |
|---|---|
| line charts of loss metrics for test, train loops | line charts of bleu metrics for test loop |
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area / onboardingIssue area: onboardingIssue area: onboardingphase / exploringIssue phase: issue is in discovery phaseIssue phase: issue is in discovery phase
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Projects
Status
Next-up