https://github.com/axect/anomaly_thresholding

Toy experiment for thresholding method to detect anomaly
https://github.com/axect/anomaly_thresholding

Last synced: 6 months ago
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Toy experiment for thresholding method to detect anomaly

• Host: GitHub
• URL: https://github.com/axect/anomaly_thresholding
• Owner: Axect
• Created: 2023-04-12T02:51:16.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2023-04-12T03:10:11.000Z (over 2 years ago)
• Last Synced: 2025-06-19T03:05:45.223Z (6 months ago)
• Language: Python
• Size: 3.92 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Thresholding method for Anomaly detection

## 3-sigma rule for L1 error

![](./ano_plot.png)

## 3-sigma rule using Trimmed mean and std for L1 error

![](./ano_t_plot.png)

## 3-sigma rule for signed L1 error

![](./ano_s_plot.png)

## 3-sigma rule using Trimmed mean and std for signed L1 error

![](./ano_st_plot.png)