This directory contains Python demos showcasing the usage of the cd-dynamax library for continuous-discrete state space models.
The demos illustrate various functionalities, including model creation, filtering, smoothing, and parameter estimation.
We provide both python scripts and Jupyter notebooks for users to explore the examples interactively.
The following directory structure is used:
demos/python/
├── README.md # This file
├── configs/ # Configuration files for demos
├── notebooks/ # Jupyter notebooks for interactive demos
└── scripts/ # Python scripts for running demos
To run the demos, ensure you have the cd-dynamax library installed in your Python environment.
Then navigate to the demos/python/scripts directory and execute the desired script using Python ---see details in the ./scripts/README.md.
If you prefer Jupyter notebooks, navigate to the demos/python/notebooks directory and launch Jupyter Notebook or JupyterLab to open and run the notebooks ---see details in the ./notebooks/README.md.