Data for the figures in Arxiv 2112:05795. Produced using cavity_optimiser by Jacob Blackmore and Shaobo Gao.

data has been packaged into .pkl files that can be read by the plotting code.

Raw data that is produced by the calc functions can be processed using individual scripts that are provided under /calc/pickle

+---------------+-----------------------------------------------------------+
| Figure Number | File Name                                                 |
+---------------+-----------------------------------------------------------+
| 1             | N/A                                                       |
+---------------+-----------------------------------------------------------+
| 2             | N/A                                                       |
+---------------+-----------------------------------------------------------+
| 3             | clipping.pkl and .npy files                               |
+---------------+-----------------------------------------------------------+
| 4             | divergence.pkl                                            |
+---------------+-----------------------------------------------------------+
| 5             | N/A                                                       |
+---------------+-----------------------------------------------------------+
| 6             | LR_space.pkl                                              |
+---------------+-----------------------------------------------------------+
| 7             | 3D/Optimise_data.pkl                                      |
+---------------+-----------------------------------------------------------+
| 8             | robustness.pkl                                            |
+---------------+-----------------------------------------------------------+
| 9             | driving/sine_square_pulse_evaluation_multi_dataset_2.json |
+---------------+-----------------------------------------------------------+