README

Project: PyClustering
License: GNU General Public License

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Based on:

Python 3.x windows 64-bit
Python 3.x linux 64-bit
C++ 11 (MVS, GCC compilers)

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Required following packages by pyclustering:

scipy-0.13.3.win-amd64-py3.x
matplotlib-1.3.1.win-amd64-py3.x
numpy-MKL-1.8.0.win-amd64-py3.x


Following packages are required by scipy, matplotlib, numpy:

Pillow-2.3.0.win-amd64-py3.x
python-dateutil-2.2.win-amd64-py3.x
pyparsing-2.0.1.win-amd64-py3.x
six-1.5.2.win-amd64-py3.x

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Index of packages for Windows:

http://www.lfd.uci.edu/~gohlke/pythonlibs/


Index of packages for Linux:

Check repositories, for example: 
$ sudo apt-get install python3-numpy
$ sudo apt-get install python3-scipy
$ sudo apt-get install python3-matplotlib

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What is implemented in the project:

Clustering algorithms (module pyclustering.cluster):
- BIRCH [Python]
- CURE [Python, C++]
- DBSCAN [Python, C++]
- Hierarchical [Python, C++]
- HSyncNet [Python, C++]
- K-Means [Python, C++]
- OPTICS [Python]
- ROCK [Python, C++]
- SyncNet [Python, C++]
- SyncSom [Python]
- X-Means [Python, C++]

Oscillatory networks and neural networks (module pyclustering.nnet):
- HHN (Oscillatory network based on Hodgkin-Huxley model) [Python]
- Hysteresis Oscillatory Network [Python]
- LEGION (Local Excitatory Global Inhibitory Oscillatory Network) [Python]
- PCNN (Pulse-Coupled Neural Network) [Python, C++]
- SOM (Self-Organized Map) [Python, C++]
- Sync (Oscillatory network based on Kuramoto model) [Python, C++]

Graph Coloring Algorithms (module pyclustering.gcolor):
- DSatur [Python]
- Hysteresis [Python]
- Sync [Python]

Containers (module pyclustering.container):
- KD Tree [Python, C++]
- CF Tree [Python]