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Contains the code for the paper "Generative agent-based modeling: an introduction and tutorial"

Home Page: https://arxiv.org/ftp/arxiv/papers/2309/2309.11456.pdf

License: MIT License

Jupyter Notebook 100.00%
agent-based-modeling agent-based-simulation chatgpt-api generative-agents multiprocessing

gabm-tutorial-models's Introduction

GABM-Tutorial-Models

Contains the code for the paper Generative agent-based modeling: An Introduction and Tutorial. The code can be run by downloading the different .ipynb files and either running them locally on Jupyter Notebooks/Anaconda, or uploading them to Google Colab and running them on cloud. It is recommended to use Google Colab to run Tutorial_for_GABM_with_multiprocessing because multiprocessing may not run on a Jupyter kernel, causing the machine to become unresponsive indefinitely.

Link to Base Model

Tutorial_for_GABM_Full_Code

Link to the Base Model with 100 Iterations

Tutorial_for_GABM_100_iterations

Link to the Base Model with 100 Iterations and Multi-processing

Tutorial_for_GABM_with_multiprocessing

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