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

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)