https://github.com/fanqingsong/machine_learning_workflow_on_ray

For demostrating how to apply workflow to machine learning system. Based on Ray.
https://github.com/fanqingsong/machine_learning_workflow_on_ray

Last synced: 3 months ago
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For demostrating how to apply workflow to machine learning system. Based on Ray.

• Host: GitHub
• URL: https://github.com/fanqingsong/machine_learning_workflow_on_ray
• Owner: fanqingsong
• Created: 2020-10-13T07:40:10.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-10-24T15:57:25.000Z (over 1 year ago)
• Last Synced: 2025-01-14T13:34:31.027Z (5 months ago)
• Language: Python
• Homepage:
• Size: 221 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# machine_learning_workflow_on_ray

## Purpose

For demostrating how to apply workflow to machine learning system.

## Demo

![dashboard](dashboard.png)

![log](log.png)

## Run

based on python 3.6.8

```

pip install -r requirement.txt

python kmeans_with_workflow.py

```

open http://127.0.0.1:8265 on browser to watch runing process.