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Update README.md
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euisuk-chung authored Dec 6, 2021
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Expand Up @@ -8,7 +8,22 @@ For example :
- Time Series Data Augmentations
- Generating Simulations

## Model Used

## How to use
1. TimeGAN을 이용한 시계열 생성

```python
python run_timegan.py

```

2. VRAE를 이용한 시계열 생성

```python
python run_vrae.py

```
## Models Used
### TimeGAN

<img src = 'https://github.com/euisuk-chung/timeseries-generation/blob/main/image/TimeGAN_architecture.PNG?raw=true' width="650" height="400">
Expand All @@ -25,18 +40,9 @@ For example :
- pyTorch implementation for `VRAE`
- Code Reference : https://github.com/tejaslodaya/timeseries-clustering-vae

## CAUTIONS!
The outputs for each model are different! See below for more detail.

## How to use
1. TimeGAN을 이용한 시계열 생성

```python
python run_timegan.py

```

2. VRAE를 이용한 시계열 생성

```python
python run_vrae.py
### TimeGAN

```
### Variational Recurrent AutoEncoder (VRAE)

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