tf-complex 0.0.3

TensorFlow utilities for complex neural networks.

tf-complex

This package was inspired by the work of Elizabeth Cole et al.: Image Reconstruction using an Unrolled DL Architecture including Complex-Valued Convolution and Activation Functions. Please cite their work appropriately if you use this package. The code for their work is available here.

Installation

You can install tf-complex using pypi:

pip install tf-complex

Example use

You can define a complex convolution in the following way to use in one of your models:

from tf_complex.convolutions import ComplexConv2D

conv = ComplexConv2D(
  16,
  3,
  padding='same',
  activation='crelu',
)