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: 3 months 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 (about 3 years ago)
• Default Branch: master
• Last Pushed: 2022-01-10T17:20:16.000Z (over 3 years ago)
• Last Synced: 2024-12-29T21:26:31.462Z (5 months ago)
• Size: 10.5 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• 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