Attend the Women in ML Symposium on December 7 Register now

Module: tfl.pwl_calibration_sonnet_module

Stay organized with collections Save and categorize content based on your preferences.

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.


class PWLCalibration: Piecewise linear calibration layer.

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'
absolute_import Instance of __future__._Feature
division Instance of __future__._Feature
print_function Instance of __future__._Feature