Find attractors and their basins

[kyuhyongpark]

Write a python script that finds the attractors and their basins of the models in the Cell Collective and store them in a csv format. Need a check to make sure all the oscillating nodes in a complex attractor do oscillate within the sampling time.

Optional:

• [ ] sort attractors by the source node values
• [ ] find attractors in the asynchronous update using pystablemotifs
• [ ] find node average values and sort the nodes
• [ ] identify common attractors in the synchronous and the asynchronous update

[kyuhyongpark]

• [ ] run walkers for each source node combinations

[kyuhyongpark]

Trajectories require much more memory in this case, and hence keeping the trajectories of all models seem impossible.

[jcrozum]

If we decide to do this more in-depth attractor analysis, it will be as part of a separate project, so I'm closing this here.