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README

** pyhessian

This package `pyhessian' contains the following components:

   pyhessian.py
      A python3 module to estimate Hessian matrices using TensorFlow
      (https://www.tensorflow.org) and NumPy (http://www.numpy.org)
      
   pyhessian_example.py
      An example showing how to apply HessianEstimator on
      a feed-forward neural network TensorFlow model

pyhessian is written in Python3 and depends on the TensorFlow and
NumPy libraries.


pyhessian
~~~~~~~~~
pyhessian is a module used to estimate Hessian matrices of TensorFlow
models. See the accompagnying paper "Efficient Computation of Hessian Matrices
in TensorFlow" found at: http://arxiv.org/abs/1905.05559

Where to get
~~~~~~~~~~~~
By GIT (development):
	https://github.com/gknilsen/pyhessian

Author
~~~~~~
Author: Geir K. Nilsen <geir.kjetil.nilsen@gmail.com>
My blog: http://octovoid.com

Other people have contributed to hessian_estimator theory development, see the 
THANKS file.

License
~~~~~~~
Copyright (c) 2019 by Geir K. Nilsen (geir.kjetil.nilsen@gmail.com) and 
the University of Bergen.

pyhessian is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with hessian_estimator.  If not, see <http://www.gnu.org/licenses/>.
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