Stock Trading Bot using Reinforcement Learning

A simple stock trading bot that uses Deep Q Learning to buy, sell or hold stocks by itself.

Requirements

Python 3 and necessary libraries given in requirements.txt

Install the required libraries using the pip package manager.

For pip version 19.1 or above:

pip install -r requirements.txt --user

or

pip3 install -r requirements.txt --user

Future Scopes

• Adding scenarios, features and extra actions if needed.
• To use RNN and make predictions based on stock returns.
• Visualize the actions made by the bot for each stock with trading and returns graph.
• Build a GUI for the bot and deploy it after making it perfect.