NeuPy

Neural Networks in Python

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  • 2017 Dec 17 Create unique text-style with SOFM

    Neupy's logo has been generated with a help of the neural network. This article shows the process and how it could be extended for some other text.


    Tags: sofm, unsupervised, art
  • 2017 Dec 13 The Art of SOFM

    It's quite rare that algorithm can not only extract knowledge from the data, but also produce something beautiful using exactly the same set of training rules without any modifications.

    SOFM is a great example of the algorithm that can produce simple work of art when used in the right way.


    Tags: sofm, unsupervised, visualization, art
  • 2017 Dec 09 Self-Organizing Maps and Applications

    Self-Organizing Feature Map (SOFM or SOM) is a simple algorithm for unsupervised learning. It can be applied to solve vide variety of problems. It quite good at learning topological structure of the data and it can be used for visualizing deep neural networks.

    This article explains how SOFM works and shows different applications where it can be used.


    Tags: sofm, deep learning, image recognition, unsupervised, visualization, clustering

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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

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