Skip to main content

Package to run Hopfield model.

Project description


With this package it is possible to run the Hopfield model.

For more information about the model see: The Hopfield Network or Wikipedia



pip install hopfield4py


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)
corrupted = tf.convert_to_tensor([1,-1,-1,1,1,1], dtype=tf.double)
reconstructed = model.reconstruct(corrupted)


The documentation is available at



Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for hopfield4py, version 0.1.0
Filename, size File type Python version Upload date Hashes
Filename, size hopfield4py-0.1.0-py3-none-any.whl (5.5 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size hopfield4py-0.1.0.tar.gz (3.6 kB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page