Toy implementation of QRS surface metrics for extreme event prediction quality
Accompanying documentation has been submitted for publication.
Features:
- two toy models: a bimodal distribution and a multivariate Gaussian distribution
- two dynamical systems: the Majda-McLaughlin-Tabak model and the Kolmogorov Flow model
- produces both pdf and QRS plots
- outputs either analytic results, or simulates sampled results
Instructions:
Run main_sample.m in the latest version of Matlab to produce QRS surface plots for the toy models.
Run /Review Branch/main_optimization.m for the MMT analysis code, and /Review Branch/main_kolm_opt.m for the Kolmogorov analysis code. These scripts will require large sample data sets, simulate the datasets by running main.m in each corresponding subfolder.