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helpers

PySyReNN Helpers

This directory contains a number of helper classes which utilize SyReNN to compute desired properties of networks.

List of Helpers

  • LinesClassifier allows one to determine the output of a network on all points along a set of line segments.
  • PlanesClassifier allows one to determine the output of a network on all points along a set of two-dimensional subspaces of the input space.
  • IntegratedGradients supports exactly computing integrated gradients for a network and baseline/image pairs.

Documentation

Primary usage examples are available in ../experiments along with the test cases in tests.