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NNhealpix

This is a package to apply neural networks and convolutional neural networks to spherical signal projected on the healpix grid.

Requirements

  • Healpy
  • Keras
  • Matplotlib
  • NumPy
  • Numba
  • SciPy
  • TensorFlow

Install

The code is still under development. To install, use the following command:

[sudo] python setup.py develop [--user]

Testing

To run a suite of tests, you must have either nosetests or pytest. Just run nosetests or pytest within the NNhealpix folder.

License

The library is released under a MIT license. See the file LICENSE for more information.

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Neural networks on the Healpix sphere

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  • Python 99.6%
  • Fortran 0.4%