https://github.com/datacanvasio/hyperboard

HyperBoard is a visualization tool designed for Hypernets
https://github.com/datacanvasio/hyperboard

machine-learning visualization

Last synced: 11 months ago
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HyperBoard is a visualization tool designed for Hypernets

• Host: GitHub
• URL: https://github.com/datacanvasio/hyperboard
• Owner: DataCanvasIO
• License: apache-2.0
• Created: 2022-02-07T08:34:11.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2023-02-01T08:37:31.000Z (over 3 years ago)
• Last Synced: 2025-04-14T21:13:18.853Z (about 1 year ago)
• Topics: machine-learning, visualization
• Language: JavaScript
• Homepage:
• Size: 10.4 MB
• Stars: 4
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# HyperBoard

[中文](README_CN.md)

HyperBoard is a visualization tool designed for Hypernets.

HyperBoard contains three projects which are listed below：

- [hboard](./hboard): provides a visualization tool for experiment information based on the web.

- [hboard-widget](./hboard-widget): provides a visualization tool for experiment information based on jupyter notebook widget.

- [hboard-frontend](./hboard-frontend): provides a frontend visualization library for Hypernets.

An example of the experiment information dashboard：

![experiment_process.gif](https://raw.githubusercontent.com/DataCanvasIO/HyperBoard/main/docs/images/experiment_process.gif)

## HyperBoard related projects

 

* [Hypernets](https://github.com/DataCanvasIO/Hypernets): A general automated machine learning (AutoML) framework.

* [HyperGBM](https://github.com/DataCanvasIO/HyperGBM): A full pipeline AutoML tool integrated various GBM models.

* [HyperDT/DeepTables](https://github.com/DataCanvasIO/DeepTables): An AutoDL tool for tabular data.

* [HyperTS](https://github.com/DataCanvasIO/HyperTS): A full pipeline AutoML&AutoDL tool for time series datasets.

* [HyperKeras](https://github.com/DataCanvasIO/HyperKeras): An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras.

* [Cooka](https://github.com/DataCanvasIO/Cooka): Lightweight interactive AutoML system.

![DataCanvas AutoML Toolkit](https://raw.githubusercontent.com/DataCanvasIO/HyperBoard/main/docs/images/DAT2.5.png)

## DataCanvas

HyperBoard is an open source project created by [DataCanvas](https://www.datacanvas.com/).