├── .gitignore ├── LICENSE ├── README.md ├── examples ├── __init__.py ├── ct_lti_small │ ├── __init__.py │ ├── small_example.ipynb │ ├── small_example_helpers.py │ └── small_example_noise.ipynb ├── directed │ ├── directed_example.ipynb │ ├── directed_example_absorbing.ipynb │ ├── plot_directed.py │ ├── si_directed_1.png │ ├── si_directed_2.png │ ├── small_example_helpers.py │ ├── three_state_system_directed_absorbing.svg │ ├── three_state_system_directed_absorbing_inkscape.svg │ └── three_state_system_directed_inkscape.svg ├── kuramoto │ ├── ER_drivers_K01.ipynb │ ├── ER_drivers_K015.ipynb │ ├── ER_drivers_K015_zoom.ipynb │ ├── ER_drivers_K01_zoom.ipynb │ ├── ER_drivers_K02.ipynb │ ├── ER_drivers_K02_zoom.ipynb │ ├── complete_graph.ipynb │ ├── erdos_renyi.ipynb │ ├── plot_kuramoto_driver_nodes.ipynb │ ├── runtime.png │ ├── runtime_comparison.ipynb │ ├── square_lattice.ipynb │ ├── square_lattice_mixed_target.ipynb │ ├── watts_strogatz.ipynb │ ├── watts_strogatz_drivers_K01.ipynb │ ├── watts_strogatz_drivers_K015.ipynb │ ├── watts_strogatz_drivers_K015_zoom.ipynb │ ├── watts_strogatz_drivers_K01_zoom.ipynb │ ├── watts_strogatz_drivers_K02.ipynb │ └── watts_strogatz_drivers_K02_zoom.ipynb ├── kuramoto_two_targets │ ├── complete_graph_different_target (1).ipynb │ ├── dynamics.py │ ├── kuramoto_two_states.svg │ ├── nn.py │ └── square_lattice_large.ipynb └── kuramoto_utilities │ ├── dynamics.py │ ├── dynamics_driver.py │ ├── gd_controller.py │ ├── neural_net.py │ └── utilities.py ├── nnc ├── __init__.py ├── controllers │ ├── __init__.py │ ├── base.py │ ├── baselines │ │ ├── __init__.py │ │ ├── ct_lti │ │ │ ├── __init__.py │ │ │ ├── dynamics.py │ │ │ └── optimal_controllers.py │ │ └── oscillators │ │ │ ├── __init__.py │ │ │ ├── dynamics.py │ │ │ └── optimal_controllers.py │ └── neural_network │ │ ├── __init__.py │ │ └── nnc_controllers.py └── helpers │ ├── __init__.py │ ├── data_generators.py │ ├── error_handling.py │ ├── graph_helper.py │ ├── plot_helper.py │ └── torch_utils │ ├── __init__.py │ ├── evaluators.py │ ├── expm │ ├── .gitignore │ ├── LICENSE │ ├── __init__.py │ ├── expm.py │ ├── expm32.py │ ├── expm64.py │ └── expm_taylor.py │ ├── file_helpers.py │ ├── graphs.py │ ├── indexing.py │ ├── losses.py │ ├── nn_architectures │ ├── __init__.py │ └── fully_connected.py │ ├── numerics.py │ ├── oscillators.py │ ├── spreading.py │ └── trainers.py ├── nodec_experiments ├── multiplicative_kuramoto │ ├── dynamics.py │ ├── gd_controller.py │ ├── neural_net.py │ ├── notebooks │ │ ├── complete_graph.ipynb │ │ ├── erdos_renyi.ipynb │ │ ├── square_lattice.ipynb │ │ ├── square_lattice_large.ipynb │ │ └── watts_strogatz.ipynb │ └── utilities.py ├── README.md ├── __init__.py ├── ct_lti │ ├── README.md │ ├── __init__.py │ ├── gen_parameters.py │ ├── multi_sample │ │ ├── __init__.py │ │ ├── table_2.ipynb │ │ └── train_and_eval.ipynb │ └── single_sample │ │ ├── __init__.py │ │ ├── figure_3.ipynb │ │ ├── figure_4.ipynb │ │ ├── figure_4_evaluate.ipynb │ │ ├── figure_5.ipynb │ │ └── train.ipynb ├── kuramoto │ ├── README.md │ ├── __init__.py │ ├── gen_parameters.py │ ├── multi_sample │ │ ├── evaluate_initial_states.ipynb │ │ └── figure_6c.ipynb │ ├── single_sample │ │ └── figures_6a_6b_9.ipynb │ └── train.ipynb └── sirx │ ├── README.md │ ├── eval_baselines.ipynb │ ├── figure_10.ipynb │ ├── figure_12.ipynb │ ├── figure_7.ipynb │ ├── figure_8.ipynb │ ├── gen_parameters.py │ ├── nodec_train.ipynb │ ├── rl_td3_train.ipynb │ ├── rl_utils.py │ ├── sirx.py │ ├── sirx_utils.py │ └── table_1.ipynb ├── requirements.txt ├── setup.py └── test ├── __init__.py ├── resources ├── collection.zip └── linear │ └── linear_small │ └── epochs.zip ├── test_file_access.py ├── test_kuramoto_numerics.py └── test_nodec.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/asikist/nnc/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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