A software platform for analysing the structure and function of complex systems
Project description
Qualitative Mathematical Modelling (QMM) in Python
Qualitative Mathematical Modelling (QMM) is a method for analysing the structure of complex systems where general causal relationships are known but precise quantitative data are lacking. By utilising signed digraphs to visualise system structure, QMM enables users to build models of real-world systems and generate testable predictions of system response to perturbations.
Features
- Python package (
qmm) for qualitative mathematical modelling, including core modules for defining model structure, stability analysis, perturbation analysis and making qualitative predictions. - Integration with an interactive web application for creating signed digraph (network) models representing the mathematical structure of a complex system.
Quick start
- Install using pip:
pip install qmm-core. - Create a model using the prototype web application.
- Import functions using
import qmmto analyse your model in Python.
Documentation
Full documentation is available at jaydenhyman.github.io/qmm, including:
- Getting Started - Installation and basic usage
- API Reference - Complete function reference
Licensing
This project is licensed under the the BSD 3-Clause Licence and is free and open source.
Contact
Jayden Hyman - j.hyman@uq.edu.au
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