qmm-core 0.3.0

A software platform for analysing the structure and function of complex systems

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 networks (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

1. Install using pip: pip install qmm-core.
2. Create a model using the prototype web application.
3. Analyse your model in Python. See qmm.ipynb for a complete tutorial and example.

Documentation

Detailed documentation for the qmm package and its modules is not currently available.

Licensing

This project is licensed under the BSD 3-Clause License and is free and open source.

Contact

Jayden Hyman - [e-mail]

Contributing

This software was initially developed as part of Dr Jayden Hyman's PhD research at Griffith University. We welcome contributions to improve and expand the QMM software. As the project is in its early stages of development, we appreciate your patience and support in helping us refine the software.