Q-Trader

** Use in your own risk **

Pytorch implmentation from q-trader(https://github.com/edwardhdlu/q-trader)

Results

Some examples of results on test sets:

Starting Capital: $100,000.
HSI, 2017-2018. Profit of $10702.13.

Running the Code

To train the model, download a training and test csv files from Yahoo! Finance into data/

mkdir models
python train ^GSPC 10 1000

Then when training finishes (minimum 200 episodes for results):

jupyter notebook -> visualize.ipynb

References

Deep Q-Learning with Keras and Gym - Q-learning overview and Agent skeleton code