/PDEClassification

Classifying PDEs with deep learning

Primary LanguagePythonMIT LicenseMIT

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.