aim
https://github.com/aimhubio/aim
Python
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
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- Issues
- Ability to view raw metrics numbers as a dataframe view on the UI
- An easy way to distinguish between logs captured from stdout and stderr on UI
- Poor performance when loading runs in the Runs Explorer
- Comparing Distributions accross various runs.
- Plugin to auto-capture the training run progress and remaining time to complete
- Support easy ways to collapse/hide nested run params
- Is there any plans to support multi-core?
- How can I run Aim in the background?
- How to scale aim repo to support simultaneous writes from multiple training runs
- Metrics graphs should be refreshed in UI while a run is in progress
- Docs
- Python not yet supported