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Metacalibration and shape measurement by automatic differentiation

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autometacal

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Metacalibration and shape measurement by automatic differentiation

Project led by @andrevitorelli

Requirements

This project relies on the GalFlow library as well as GalSim. To install GalFlow:

$ pip install git+https://github.com/DifferentiableUniverseInitiative/GalFlow.git

And we are also assuming that TensorFlow & TensorFlow-addons is installed.

To use quintic interpolation in TensorFlow-addons, follow these additional interim install instructions:

  • Clone tensorflow addons from andrevitorelli/addons
  • Switch to /new_kernels branch
  • Compile as instructed
  • clone andrevitorelli/GalFlow
  • Switch to u/andrevitorelli/interpolation testing branch
  • install it with pip install .

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