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A Deep Reinforcement Learning Trading Bot

If you interested in RL and this project you can get more research information here.

Demo:

Grafana Dashboard Screenshot 2023-12-07 at 8 26 51 PM Screenshot 2023-12-07 at 8 27 05 PM

UI Template:

Dependencies

Dependencies:

  • prettytable (pip install prettytable)
  • PyTorch
  • tqdm
  • pandas
  • numpy
  • matplotlib

Installation

To create venv

  • python -m venv venv && source venv/bin/activate

To install requirements

  • python -m pip intall -r requirements.txt

Using

To Run Pretrained Models:

  • python main.py

To Run Train and Test:

  • python train_test.py

To Run Prediction agent:

  • python agent.py

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  • Python 99.3%
  • Other 0.7%