Module: tfl.pwl_calibration_sonnet_module

Piecewise linear calibration layer.

Sonnet (v2) implementation of tensorflow lattice pwl calibration module. Module takes single or multi-dimensional input and transforms it using piecewise linear functions following monotonicity, convexity/concavity and bounds constraints if specified.

Classes

class PWLCalibration: Piecewise linear calibration layer.

Other Members

  • INTERPOLATION_KEYPOINTS_NAME = 'interpolation_keypoints'
  • LENGTHS_NAME = 'lengths'
  • MISSING_INPUT_VALUE_NAME = 'missing_input_value'
  • PWL_CALIBRATION_KERNEL_NAME = 'pwl_calibration_kernel'
  • PWL_CALIBRATION_MISSING_OUTPUT_NAME = 'pwl_calibration_missing_output'