A fast, native non-uniform FFT op for TensorFlow.
Project description
TensorFlow NUFFT is a fast, native non-uniform fast Fourier transform op for TensorFlow. It provides:
Fast CPU/GPU kernels. The TensorFlow framework automatically handles device placement as usual.
A simple, well-documented Python interface.
Gradient definitions for automatic differentiation.
Shape functions to support static shape inference.
The underlying NUFFT implementation is that of the Flatiron Institute. Please refer to the FINUFFT and cuFINUFFT repositories for details.
Installation
You can install TensorFlow NUFFT with pip:
$ pip install tensorflow-nufftNote that only Linux wheels are currently being provided.
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