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https://github.com/superskyyy/log-anomaly-detection
Based on the implementation of Deeplog project, introduced Informer to improve the performance .
https://github.com/superskyyy/log-anomaly-detection
Last synced: about 10 hours ago
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Based on the implementation of Deeplog project, introduced Informer to improve the performance .
- Host: GitHub
- URL: https://github.com/superskyyy/log-anomaly-detection
- Owner: Superskyyy
- Created: 2022-03-27T20:23:51.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2022-01-10T17:20:16.000Z (almost 3 years ago)
- Last Synced: 2024-10-16T00:41:25.056Z (23 days ago)
- Size: 10.5 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Log-Anomaly-Detection
Based on the implementation of Deeplog, we introduced Transformer to improve the performance and proposed TransLog.## Overall Architecture
![TransLog网络架构](figures/整体架构.png)## Experimental Results
![Loss](figures/loss.png)## Usage
### Step 1: Create the Environment
pip install -r requirements.txt### Step 2: Train
python train.py### Step 3: Test
python test.py