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Introduction

SOINN(Self-Organizing Incremental Neural Network) implemented by Python. This project is fork from soinn-python (https://github.com/nkmry/soinn_python). Thanks for Nakamura-san!

Differences from Original project.
  • Enable to save/load learned model by joblib.
  • Performance Improvement (about 50% faster).
  • Appended MNIST clastering Example.
  • Corresponding to Python 3.4

SOINN

Software Requirements

  • Python (3.4 or later)
  • numpy, scipy, matplotlib, scikit-learn, joblib

Installation

git clone https://github.com/fukatani/soinn.git

Usage

Try MNIST exmple,

python train_mnist.py

Execute test,

python test_soinn.py

License

MIT License. (http://opensource.org/licenses/mit-license.php)

Copyright

Copyright (C) 2016, Ryosuke Fukatani

Copyright (C) 2016, Yoshihiro Nakamura (Original soinn-python)

About

Unsupervised Learning by SOINN (Self-Organizing Incremental Neural Network).

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