This is target for Chinese stocks.
- Python 3.5
- TuShare 0.7.4
- Pandas 0.19.2
- Keras 1.2.2
- Numpy 1.12.0
- scikit-learn 0.18.1
- TensorFlow 1.0 (GPU version)
Assume this project is cloned to /opt/
docker run -it --gpus all -v /opt:/opt/ zhcf/stock:0128 /bin/bash (zhcf/stock is the runtime ready docker image)
pyhton stock-prediction.py (train model or use trained model to predict)
python data_preparation.py (get training data or prediction data)
You can run the prediction tonight, the prediction result represents the probability：close value of the day after tomorrow is higher than open value of tomorrow.