Customizable Plots - Tensorboard Plugin

This plugin is a simple Tensorboard dashboard to visualize, customize and export ready-to-use scalar plots for publication.

Built with plotly.js, react and material-ui.

Installation

pip install tensorboard-plugin-customizable-plots

After running Tensorboard, a new tab labeled CUSTMOZIABLE PLOTS will be added to the Tensorboard dashboard.

Features

The plugin has almost the same features as the TIME SERIES or the SCALARS dashboards, plus plotly.js features:

• The ability to customize the plot title and the axis labels.
• The ability to customize the colors.
• Legends are attached with each plot.
• X-axis and Y-axis both support log scale.
• The customized plots can be exported to many image formats including svg and png.

Check plotly.js documentation for the full list of features and options.

Limitations

• Not as good and stylish as the TIME SERIES plugin.
• The settings with a text field are not applied until Enter is pressed (I tried to implement onChange but it makes the plugin slower)

So until the Tensorboard authors implement the above features, one might use the TIME SERIES dashboard to track the progress of the plots (as it is more responsive) and use this plugin to customize and export them.

License

The plugin is licensed under the Apache License, Version 2.0. See LICENSE for the full license text.