├── Burgers ├── Burgers_Noise_free │ ├── Burgers.py │ ├── Initial.png │ ├── __pycache__ │ │ ├── models.cpython-36.pyc │ │ └── plotting.cpython-36.pyc │ ├── burgers_shock.mat │ ├── models.py │ └── plotting.py └── Burgers_Noisy │ ├── Burgers.py │ ├── Initial.png │ ├── __pycache__ │ ├── models.cpython-36.pyc │ └── plotting.cpython-36.pyc │ ├── burgers_shock.mat │ ├── models.py │ └── plotting.py ├── Darcy ├── Darcy_noise_free │ ├── Darcy.py │ ├── __pycache__ │ │ ├── models.cpython-36.pyc │ │ └── plotting.cpython-36.pyc │ ├── models.py │ ├── nonlinear2d_data.npz │ └── plotting.py └── Darcy_noisy │ ├── Darcy.py │ ├── __pycache__ │ ├── models.cpython-36.pyc │ └── plotting.cpython-36.pyc │ ├── models.py │ ├── nonlinear2d_data.npz │ └── plotting.py ├── ODE ├── ODE.py ├── ODE2000.mat ├── __pycache__ │ ├── models.cpython-36.pyc │ └── plotting.cpython-36.pyc ├── models.py └── plotting.py ├── README.md └── Tutorial ├── Entropic.png ├── GANs.png ├── Mode_Collapse.png ├── ODE2000.mat ├── 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