stock_predict_with_LSTM-master
所属分类：其他
开发工具：Python
文件大小：534KB
下载次数：6
上传日期：2020-07-11 09:34:14
上 传 者：
UZI2020
说明： 基于python的LSTM做股票预测源代码
(Based on Python LSTM stock forecast source code)
文件列表:
data (0, 2020-06-27)
data\stock_data.csv (510330, 2020-05-15)
figure (0, 2020-06-27)
figure\continue_predict_high_with_pytorch.png (45110, 2020-05-15)
figure\continue_predict_low_with_pytorch.png (46060, 2020-05-15)
figure\predict_high_with_keras.png (43653, 2020-05-15)
figure\predict_high_with_pytorch.png (39864, 2020-05-15)
figure\predict_high_with_tensorflow.png (46294, 2020-05-15)
figure\predict_low_with_keras.png (44056, 2020-05-15)
figure\predict_low_with_pytorch.png (40615, 2020-05-15)
figure\predict_low_with_tensorflow.png (48041, 2020-05-15)
LICENSE (11357, 2020-05-15)
main.py (13980, 2020-05-15)
model (0, 2020-06-27)
model\model_keras.py (2155, 2020-05-15)
model\model_pytorch.py (6786, 2020-06-27)
model\model_tensorflow.py (5555, 2020-05-15)
model\__init__.py (0, 2020-05-15)
requirements.txt (125, 2020-05-15)
## 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
- Support train visualization and log record
Chinese introduction can refer to :
The simultaneous predict results for stock high and low price with pytorch show as follow:
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