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ptychosampling's Introduction

ptychoSampling

Contains:

  1. Contains demo code for the paper https://arxiv.org/abs/2103.01767
  2. Tutorials for simple ptychography reconstruction applications with tensorflow (contained in tensorflow_tutorials). It is safe to ignore the python package setup procedure.
  3. A generic, modular tensorflow-based simulation and reconstruction framework in ptychoSampling. The documentation, however, is quit e sparse and sometimes unchanged from that for older versions of the code.
  4. Simulation and reconstruction examples for far-field cases.

Warning:

The documentation is completely out-of-date.

Notes:

  1. For ease of application, the forward model simulation code uses numpy. Only the reconstruction code uses Tensorflow.

  2. Uses Tensorflow 1.14 for now. In the future, I am planning on switching away from the static computational graphs to a dynamic framework (Tensorflow 2.0, Pytorch, Autograd, Jax, etc) for ease of usage.

ptychosampling's People

Contributors

saugatkandel avatar

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