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Replace #trials with `trial number`

See original GitHub issue

Motivation

In a few visualisation methods, Optuna uses #Trials to represent trial id. For example, the colour bar on https://optuna.readthedocs.io/en/latest/reference/visualization/generated/optuna.visualization.plot_slice.html.

Personally, #Trials seems confusing. If the number of trials increases, I may misunderstand that #Trials indicates the duplicated parameter combination. Indeed, https://github.com/optuna/optuna/issues/2967 asks the meaning of #Trials.

Description

~I propose using trial id instead of #Trials in plot_slice, plot_pareto_front, and plot_optimization_history. But I’d like to know the users and dev-member opinions before creating the PR.~

I propose using Trial Number instead of #Trials in plot_slice, plot_pareto_front, and plot_optimization_history

Alternatives (optional)

Additional context (optional)

Issue Analytics

State:
Created 2 years ago
Comments:8 (4 by maintainers)

Top GitHub Comments

3reactions

dubey-anshumancommented, Apr 6, 2022

Hi, seems like an easy fix! I would be happy to deal with this issue!

1reaction

not522commented, Oct 25, 2021

I think # is commonly used as a number sign. https://en.wikipedia.org/wiki/Number_sign But it is OK to replace it with explicit form.

I prefer trial number to trial id. They are different conceptions.

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