Crypto Trading with Machine Learning

Overview

This repo is heavily influenced by: https://github.com/DarrellBest/stock-trading-ml I am using his work as a starting point for my project. I did not fork the repo because my goals are to evolve this project into something else

Requirements

• Python 3.5+
• alpha_vantage
• pandas
• numpy
• sklearn
• keras
• tensorflow
• matplotlib

Train your own model

1. Clone the repo
2. Create a virtual environment python -m venv.venv
3. Pip install the requirements pip install -r requirements.txt
4. Save the stock price history to a csv file python save_data_to_csv.py --help
5. Edit one of the model files to accept the symbol you want
6. Edit model architecture
7. Edit dataset preprocessing / history_points inside util.py
8. Train the model python tech_ind_model.py or python basic_model.py
9. Try the trading algorithm on the newly saved model python trading_algo.py

License

GPL-3.0