A stock trading bot that uses machine learning to make price predictions.
- Python 3.8+
- pandas
- numpy
- sklearn
- keras
- tensorflow
- matplotlib
- Clone the repo
- Pip install the requirements
pip install -r requirements.txt
- Save the stock price history to a csv file
python save_data_to_csv.py --help
example commandpython save_data_to_csv.py BNBUSDT "01-01-21 00:00:00" "09-04-21 00:00:00"
- Edit one of the model files to accept the symbol you want
- Edit model architecture
- Edit dataset preprocessing / history_points inside util.py
- Train the model
python tech_ind_model.py
orpython basic_model.py
- Try the trading algorithm on the newly saved model
python trading_algo.py