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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

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Based on the implementation of Deeplog project, introduced Informer to improve the performance .

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# 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