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.
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.
To evaluate the package, run the RunMe_Comparison_And_Paper_Figures.m file in the matlab folder.
Pull requests are encouraged.