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Manifold Discovery via Dynamical Systems (MDDS)

Package to perform manifold discovery via dynamical systems

  • /mdds/models.py contains the mdds models
  • /mdds/loss.py contains the loss
  • /mdds/fitting.py contains the training loop and plot calls
  • /plotting/plotting.py contains the plot functions

The hyperparameters are in /parameter.yaml. It needs to be in the directory from which MDDS is run.