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awesome-quant-agents

A Pythonic framework for Implementation and Simulation of Autonomous Finance.

Setup

  1. Install Poetry package management package curl -sSL https://install.python-poetry.org | python3 -

  2. Install dependencies from poetry.lock poetry install

  3. Configure data/pricefeed.py for auto-generating price feed.

  4. Run python3 main.py to start the simulation.

Example

As an example, 4 processes are run as part of the main script involving,

  • Randomwalk data generation
  • Random Agent Sim
  • Momentum Agent Sim
  • Mean Revert Agent Sim

Architecture

Block Diagram

Plots

1D Random Walk

Results

All agent interactions and balances are updated as JSON file, across the simulation time period. As found in /results dir.

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