SparseDDD

Implementation of Sparse Dynamic Distribution Decomposition

This repository is the official implementation of Sparse Dynamic Distribution Decomposition: Efficient Integration of Trajectory and SnapshotTime Series Data.

Requirements

Files run on 2019b version of Matlab, Octave does not have some of the statistical commands used. Requirements:

• Symbolic Math Toolbox (for dynamical system in /data only)
• Statistics and Machine Learning toolbox.
• Optimisation toolbox.

Evaluation

To evaluate the package, run the RunMe_Comparison_And_Paper_Figures.m file in the matlab folder.

Contributing

Pull requests are encouraged.

License

MIT License