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gittar authored Jul 2, 2017
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Expand Up @@ -14,13 +14,13 @@ This repository contains example python code for the k-means-u and k-mean-u* alg
* continue in the browser window which opens (jupyter manual: http://jupyter-notebook.readthedocs.io/en/latest/)

## jupyter notebooks:
* algo-pure.ipynb <br>
* [algo-pure.ipynb](https://github.com/gittar/k-means-u-star/blob/master/notebooks/algo-pure.ipynb)<br>
a bare-bones implementation meant for easy understanding of the algorithms
* simu-detail.ipynb <br>
* [simu-detail.ipynb](https://github.com/gittar/k-means-u-star/blob/master/notebooks/simu-detail.ipynb) <br>
detailed simulations and graphics to illustrate the way the algorithms work, uses kmeansu.py
* simu-bulk.ipynb <br>
* [simu-bulk.ipynb](https://github.com/gittar/k-means-u-star/blob/master/notebooks/simu-bulk.ipynb) <br>
systematic simulations with various data sets to compare k-means-++, k-means-u and k-means-u*, uses kmeansu.py
* dataset_class.ipynb<br>
* [dataset_class.ipynb](https://github.com/gittar/k-means-u-star/blob/master/notebooks/dataset_class.ipynb)<br>
examples for using the data generator

## python files:
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