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vmarkovtsev committed Feb 14, 2017
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"Yinyang" K-means and K-nn using NVIDIA CUDA
============================================

![source{d}](img/sourced.png)

K-means implementation is based on ["Yinyang K-Means: A Drop-In Replacement
of the Classic K-Means with Consistent Speedup"](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/ding15.pdf)
article. While it introduces some overhead and many conditional clauses
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It has the built-in Python3 native extension support, so you can
`from libKMCUDA import kmeans_cuda`.

[![source{d}](img/sourced.png)](http://sourced.tech)
<p align="right"><a href="img/kmeans_image.ipynb">How this was created?</a></p>

Table of contents
-----------------
* [K-means](#k-means)
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* [Python API](#python-api)
* [C examples](#c-examples)
* [C API](#c-api)
* [How "source{d}" image was created?](#how-sourced-image-was-created)
* [License](#license)

K-means
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Returns KMCUDAResult (see `kmcuda.h`);
How "source{d}" image was created?
----------------------------------
Check out this [notebook](img/kmeans_image.ipynb).
License
-------
MIT license.
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