Keras extract weights from model to python dictionary

The file extract_parameters.py

• takes Keras h5py model parameter file and outputs a python dictionary with option to output as pickle file
• extract_parameters.py --h5_path='file_path' --output_path='file_path'

Tested with:

h5py  3.1.0

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Each Keras layer has a group that has members: 1 for the biases and 1 for the parameters of the layer.

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Example

Output for 3 layer neural network - see dataset folder for input file.