Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
euisuk-chung authored Dec 6, 2021
1 parent a39c6b4 commit df07fda
Showing 1 changed file with 6 additions and 5 deletions.
11 changes: 6 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -8,34 +8,35 @@ For example :
- Time Series Data Augmentations
- Generating Simulations

---

## Model Used
### TimeGAN

<img src = 'https://github.com/euisuk-chung/timeseries-generation/blob/main/image/TimeGAN_architecture.PNG?raw=true'>
<img src = 'https://github.com/euisuk-chung/timeseries-generation/blob/main/image/TimeGAN_architecture.PNG?raw=true' width="500" height="300">

- 코드 작성자 : 박경찬
- pyTorch implementation for `TimeGAN`
- Code Reference : https://github.com/d9n13lt4n/timegan-pytorch

### Variational Recurrent AutoEncoder (VRAE)

<img src = 'https://github.com/euisuk-chung/timeseries-generation/blob/main/image/LSTM_VAE_architecture.png?raw=true'>
<img src = 'https://github.com/euisuk-chung/timeseries-generation/blob/main/image/LSTM_VAE_architecture.png?raw=true' width="500" height="300">

- 코드 작성자 : 정의석
- pyTorch implementation for `VRAE`
- Code Reference : https://github.com/tejaslodaya/timeseries-clustering-vae

---

## How to use
1. TimeGAN을 이용한 시계열 생성

```python
python run_timegan.py

```

2. VRAE를 이용한 시계열 생성

```python
python run_vrae.py

```

0 comments on commit df07fda

Please sign in to comment.