https://github.com/interactivetech/pachyderm-determined-anomaly-det

(WIP) POC showcasing creating Network Anomaly Detection using NetML Pachyderm, and Determined
https://github.com/interactivetech/pachyderm-determined-anomaly-det

Last synced: about 1 year ago
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(WIP) POC showcasing creating Network Anomaly Detection using NetML Pachyderm, and Determined

• Host: GitHub
• URL: https://github.com/interactivetech/pachyderm-determined-anomaly-det
• Owner: interactivetech
• Created: 2023-01-26T17:45:07.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-02-07T20:37:17.000Z (over 3 years ago)
• Last Synced: 2025-02-10T05:25:03.028Z (over 1 year ago)
• Language: Python
• Size: 2.27 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# pachyderm-determined-anomaly-det

(WIP) POC showcasing creating Network Anomaly Detection using NetML Pachyderm, and Determined

# Demo MLDE/Determined showing Semi Supervised Learning (SSL) on network anomaly detection dataset

## 1. Run SSL Training on Local Setting 

`bash det_scripts/run_exp_single_ssl.sh`

## 2. Run SSL Training on MultiGPU Setting

`bash det_scripts/run_exp_single_ssl_dist.sh`

## 3. Run Supervised Training on Local Setting

`bash det_scripts/run_exp_single.sh`

## 4. Run Supervised Training on MultiGPU Setting

`bash det_scripts/run_exp_single_dist.sh`