## Predict stock with LSTM

This project includes training and predicting processes with LSTM for stock data. The characteristics is as fellow: 

- Concise and modular
- Support three mainstream deep learning frameworks of pytorch, keras and tensorflow
- Parameters, models and frameworks can be highly customized and modified
- Supports incremental training
- Support predicting multiple indicators at the same time
- Support predicting any number of days in the future


Chinese introduction can refer to : <https://blog.csdn.net/songyunli1111/article/details/78513811>



The simultaneous predict results for stock high and low price with pytorch show as follow:

![predict_high_with_pytorch](https://github.com/hichenway/stock_predict_with_LSTM/blob/master/figure/predict_high_with_pytorch.png)

![predict_low_with_pytorch](https://github.com/hichenway/stock_predict_with_LSTM/blob/master/figure/predict_low_with_pytorch.png)