This fork uses great code and research from QLearning_Trading, which uses adaptive learning model for single stock trading.

• Works with Python 3.6+
• Efficiency improvements

Install dependencies:

$ pip install -r requirements.txt

Run:

$ python qtrader/agent.py <OPTION> <filename> # filename without extenstion
$ python -m qtrader.agent <OPTION>

OPTION:

• train_learner
• test_learner
• test_random
• optimize_k
• optimize_gamma

Example:

$ python qtrader/agent.py train_learner EURUSD-2016-01