Classifying PDEs with deep learning

1. Run train.py to train a CNN to classify PDEs.
2. Run test_solvers.py to visualize the solvers.
3. Run grad_norms.py to show histograms of the gradients.
4. Run train_online.py to train in the online setting, where each batch is a new iid sample.