https://github.com/absadiki/tensorboard_plugin_customizable_plots

A plugin for TensorBoard to customize and export Scalar plots
https://github.com/absadiki/tensorboard_plugin_customizable_plots

tensorboard tensorboard-visualizations tensorboardx

Last synced: 2 months ago
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A plugin for TensorBoard to customize and export Scalar plots

• Host: GitHub
• URL: https://github.com/absadiki/tensorboard_plugin_customizable_plots
• Owner: absadiki
• License: apache-2.0
• Created: 2022-12-16T02:15:11.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-21T00:59:04.000Z (over 1 year ago)
• Last Synced: 2025-02-28T08:29:59.064Z (3 months ago)
• Topics: tensorboard, tensorboard-visualizations, tensorboardx
• Language: JavaScript
• Homepage: https://pypi.org/project/tensorboard-plugin-customizable-plots/
• Size: 7.01 MB
• Stars: 34
• Watchers: 1
• Forks: 2
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 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](https://github.com/plotly/plotly.js/),

[react](https://github.com/facebook/react) and [material-ui](https://github.com/mui/material-ui)._

[![Downloads](https://static.pepy.tech/badge/tensorboard-plugin-customizable-plots)](https://pepy.tech/project/tensorboard-plugin-customizable-plots)

![](demo.gif)

## Installation

```bash

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](https://github.com/plotly/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](https://plotly.com/javascript/reference/) 

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.