Log-scale in Params and Scatters Explorers

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Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

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Log-scale in Params and Scatters Explorers #2500

Open sirykd opened 1 year ago

sirykd commented 1 year ago

🚀 Feature

It would be very useful to have a log-scale option in Params and Scatters Explorers. Ideally, the scale could be switched on a per-param/per-axis basis (similarly to #2358).

Motivation

Log scale may be more convenient for visual analysis of some commonly used hyperparameters, such as learning rate or weight decay.

Pitch

A toggle/button/menu to switch individual parameters/axes to log-scale in Params and Scatters Explorers.

roubkar commented 1 year ago

Hey @sirykd , thanks for opening this issue. Will add to our roadmap.