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quant-prophet's Introduction

quant-prophet

Quantitative strategy using magic based on faith and luck

Local development

Startup

  1. Create a .env file by copying from ./.env.local:
    cp .env.local .env
    and then fill in the variables with appropriate values in the .env file.
  2. Start the containers:
    docker compose up --build --remove-orphans -d

Collect the data

  1. Get inside the container:
    docker compose exec collector bash
  2. Run the command:
    python scripts/data_collector/yahoo/collector.py download_data --source_dir /usr/src/quant-prophet/data/stock/input/us --start 1900-01-01 --end 2024-12-31 --delay 1 --interval 1d --region US

Train the agent

  1. Get inside the container:
    docker compose exec trainer bash
  2. Run the command:
    cd trainer/
    nohup python3 train.py &

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