Package to run Hopfield model.
Project description
Hopfield4py
With this package it is possible to run the Hopfield model.
For more information about the model see: The Hopfield Network or Wikipedia
Hopfield_Diluted
Install
pip install hopfield4py
Run
import tensorflow as tf
from hopfield4py import Hopfield
data = tf.convert_to_tensor([[1,1,1,1,1,1],[1,-1,-1,1,1,1]])
model = Hopfield(6)
model.load(data)
corrupted = tf.convert_to_tensor([1,-1,-1,1,1,1], dtype=tf.double)
reconstructed = model.reconstruct(corrupted)
Documentation
The documentation is available at https://hopfield4py.readthedocs.io
LICENSE
See LICENSE
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