Complex Systems Python Packages

cellpylib

A library for working with Cellular Automata, for Python.

mesa

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

dsf-suite

Framework for modelling dynamical complex systems

dsf-mobility

Framework for modelling dynamical complex systems

mesa-geo

GIS Extension for Mesa Agent-Based Modeling

operon-ai

Biologically Inspired Architectures for EpiAgentic Control

s2generator

A series-symbol (S2) dual-modality data generation mechanism, enabling the unrestricted creation of high-quality time series data paired with corresponding symbolic representations.

agentpy

AgentPy is an open-source framework for the development and analysis of agent-based models in Python.

cax

Cellular Automata Accelerated in JAX (Oral at ICLR 2025)

agencitylab

AgencityLab is an open-source scientific Python framework for implementing, testing, and exploring the Theory of Agencity.

ewstools

Python package for early warning signals (EWS) of critical transitions in time series data.

nexinfosys

DEPRECATED (go to https://github.com/ENVIRO-Module/nis-backend) - Backend of NIs (Nexus Information System, a development inside "MAGIC" H2020 project) - Sustainability accounting of Water-Energy-Food Nexus in Socio-Ecological Systems using MuSIASEM modeling

pycopancore

reference implementation of the copan:CORE World-Earth modelling framework

pyspi

Comparative analysis of pairwise interactions in multivariate time series.

pymdea

Modified diffusion entropy analysis. Time-series analysis technique developed by the Center for Nonlinear Science at the University of North Texas

infotopo

computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

criticality-spectrometer

Single-point-of-failure and blast-radius analysis with time-to-substitute curves for AND/OR dependency systems.

solsim

The Solana complex systems simulator.

mf-toolkit

A high-performance Python toolkit for the analysis of multifractal time series and complex systems

simcx

Simulator for Complex Systems

geoews

Information-geometric early warning signals: KL divergence rate, Fisher-Rao distance, geodesic acceleration

phi47

Scientific Python framework for finite complex lattices, deterministic numerical kernels, integration proxies, and reproducible experiments.

abmforge

A modern, extensible agent-based simulation framework for Python.

idtxl-uv

The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.