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Show title in figure for contour plot. #1176

@himkt

Description

@himkt

I noticed optuna.visualization.plot_contour show a plot without its title.

Screen Shot 2020-04-28 at 10 49 53

I think it's better to show a title to be consistent with other plot features such as optuna.visualization.plot_optimization_history and optuna.visualization.plot_slice.

We can reproduce this behavior in the official quickstart

Expected behavior

Show title of a figure in the contour plot.

Environment

  • Optuna version: 1.3.0
  • Python version: 3.6.9
  • OS: Ubuntu 18.04.3 LTS

Steps to reproduce

Run notebook on Google Colab.

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    bugIssue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.contribution-welcomeIssue that welcomes contribution.

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