├── .gitattributes ├── LICENSE ├── NDP4ND.py ├── NDP4ND_testNoise.py ├── NDP4ND_testSparsity.py ├── README.md ├── data └── DynamicsData │ └── RealEpidemicData │ ├── COVID_adj.png │ ├── COVID_adj.txt │ ├── COVID_filter_total_cases_raw.png │ ├── COVID_filter_total_cases_raw.txt │ ├── COVID_node_name_idx.txt │ ├── Covid19_Spain_adj.txt │ ├── Covid19_Spain_total_cases_raw.txt │ ├── H1N1_adj.png │ ├── H1N1_adj.txt │ ├── H1N1_filter_total_cases_raw.png │ ├── H1N1_filter_total_cases_raw.txt │ ├── H1N1_node_name_idx.txt │ ├── README.txt │ ├── SARS_adj.png │ ├── SARS_adj.txt │ ├── SARS_filter_total_cases_raw.png │ ├── SARS_filter_total_cases_raw.txt │ ├── SARS_node_name_idx.txt │ ├── node_name.txt │ ├── plot.py │ ├── plot2.py │ └── raw_data │ ├── Country_Population_final.csv │ ├── Flights_adj.csv │ ├── infected_numbers_H1N1.csv │ ├── infected_numbers_covid.csv │ ├── infected_numbers_sars.csv │ └── populations.csv ├── download.html ├── generate_testset_for_sparsity.py ├── generate_testset_withNoise.py ├── generate_testsets.py ├── load_dynamics_solution2and3.py ├── plots.py ├── results └── results.txt ├── runme_test.sh ├── runme_test_testNoise.sh ├── runme_test_testSparsity.sh ├── runme_train.sh ├── saved_models └── saved_models.txt ├── stat_info_of_tesing_results.py ├── tools.py └── torchdiffeq ├── __init__.py └── _impl ├── __init__.py ├── adams.py ├── adjoint.py ├── dopri5.py ├── fixed_adams.py ├── fixed_grid.py ├── interp.py ├── misc.py ├── odeint.py ├── rk_common.py ├── solvers.py └── tsit5.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/csjtx1021/neural_ode_processes_for_network_dynamics-master/HEAD/.gitattributes -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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