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Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
simulation simulation-environment gis simulation-framework agent-based-modeling complex-systems spatial-models mesa complexity-analysis modeling-agents agent-based-simulation
Agent-based modeling framework in Julia
simulation julia cellular-automata abm simulation-framework agent-based-modeling complex-systems agents hacktoberfest julialang heterogeneous-agent-model individual-based-modelling agent-based-framework agent-based-simulation
scikit-mobility: mobility analysis in Python
data-science statistics network-science data-analysis complex-systems risk-assessment human-mobility scikit-mobility mobility-analysis mobility-flows synthetic-flows
Book and code for Think Complexity, 2nd edition
Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model & Erdős-Rényi; graph theory algorithms involving Gillespie, Bron Kerbosch, Ramsey, Bellman Ford, A*, Kruskal, Borůvka, Prim, Dijkstra, DSatur, Ran…
graph-theory agent-based-modeling complex-systems minimum-spanning-trees spatial-models maximal-cliques graph-coloring random-graph complex-network minimum-spanning-tree agent-based-simulation sir-model dynamic-network barabasi-albert watts-strogatz dynamic-system epidemic-model compartmental-model sars-cov-2 bianconi-barabasi
AgentPy is an open-source framework for the development and analysis of agent-based models in Python.
python abm networkx networks agent-based-modeling complex-systems salib agent-based-simulation agentpy
Main repository for developing the 1.x versions of GAMA
java simulation modeling models simulation-environment gis simulation-framework agent-based-modeling modeling-language complex-systems simulation-toolkit mathematical-modelling gama-platform gama hybrid-modeling spatial-models modeling-agents agent-based-simulation integrated-modeling
Synergistic-Unique-Redundant Decomposition of causality from time series (Nature Communications, 2024)
python time-series information-theory synergy complex-systems turbulence causality causal-inference redundancy
An awesome list of complex systems science resources
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.
information-theory complex-systems transfer-entropy partial-information-decomposition active-information-storage
Cellular Automata Accelerated in JAX (Oral at ICLR 2025)
cellular-automata artificial-life complex-systems self-organization emergence neural-cellular-automata open-endedness
Comparative analysis of pairwise interactions in multivariate time series.
time-series complex-networks complex-systems multivariate-analysis time-series-analysis multivariate-timeseries pairwise-interactions
A library for working with Cellular Automata, for Python.
GIS Extension for Mesa Agent-Based Modeling
FLAME GPU 2 is a GPU accelerated agent based modelling framework for CUDA C++ and Python
c-plus-plus cmake simulation gpu cuda complex-systems spatial-models agent-based-simulation agent-based-modelling flamegpu2 flamegpu modelling-agents
A series-symbol (S2) dual-modality data generation mechanism, enabling the unrestricted creation of high-quality time series data paired with corresponding symbolic representations.
deep-learning time-series signal-processing data-generation complex-networks complex-systems time-series-analysis
An agent-based computational economy with macroeconomic equilibria from microeconomic behaviors
java agent finance simulation economics microeconomics feedback-loop complex-systems feedback-systems computational-economics arrow-debreu
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
graph graph-algorithms network graphs julia julia-language network-science discrete-mathematics graph-theory networks complex-networks multiplex-networks network-analysis complex-systems julia-package multilayer-network multilayer-networks graph-theory-analysis graph-theory-algorithms multilayer-graphs
Code for Allen Downey's book Think Complexity, published by O'Reilly Media.
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