NeuPy

Neural Networks in Python

  • Articles
  • Tutorials
  • Documentation
  • Cheat sheet
  • Model Zoo
  • 2015 Sep 21 Password recovery

    Discrete hopfiled networks can be used to solve wide variety of problems. In this article, we try to use this type of network in order to memorizes user's password and then we try reconstruct it from partially corrupted version of this password.


    Tags: memory, unsupervised, discrete hopfield network
  • 2015 Sep 20 Discrete Hopfield Network

    In this article, we describe core ideas behind discrete hopfield networks and try to understand how it works. In addition, we explore main problems related to this algorithm. And finally, we take a look into simple example that aims to memorize digit patterns and reconstruct them from corrupted samples.


    Tags: memory, unsupervised, discrete hopfield network

Search

Install NeuPy

pip install neupy

Learn more about NeuPy reading tutorials and documentation.

Issues and feature requests

If you find a bug or want to suggest a new feature feel free to create an issue on Github

© Copyright 2015 - 2019, Yurii Shevchuk. Powered by Tinkerer and Sphinx.