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Agent-based modeling in Python

Project description

Agentpy - Agent-based modeling in Python

Agentpy is a package for the development and analysis of agent-based models in Python. The project is still in an early stage of development. If you need help or want to contribute, feel free to write me via joel.foramitti@uab.cat.

Main features:

  • Design of agent-based models with complex procedures.
  • Creation of custom agent types, environments, and networks.
  • Container classes for operations on groups of agents and environments.
  • Experiments with repeated iterations, large parameter samples, and distinct scenarios.
  • Output data that can be saved, loaded, and transformed for further analysis.
  • Tools for sensitivity analysis, interactive output, animations, and plots.

Documentation: https://agentpy.readthedocs.io

Model library: https://agentpy.readthedocs.io/en/latest/models.html

Requirements: Python 3, NumPy, scipy, matplotlib, networkx, pandas, SALib, and ipywidgets.

Installation: pip install agentpy

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