Skip to content

Move functionality from PerturbedDataset into GraphDefinition or it's submodules

Created by: RasmusOrsoe

SQLiteDatasetPerturbed was created for the DynEdge paper to estimate the induced change in resolutions by perturbing input parameters. At the time, the most natural way to incorporate the perturbation was via the Dataset class. This is no longer the case.

  1. We should move the perturbation functionality into GraphDefinition (or submodules) and allow the user to turn perturbation on/off. E.g: my_graph_definition = GraphDefinition(perturb = True) # Draws perturbations from default distributions (normal with pre-defined mean and variance)

  2. We should delete PerturbedDataset's .