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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