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Added implementation for KMeans algorithm in GIL#587

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Sayan-Chaudhuri wants to merge 8 commits into
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Sayan-Chaudhuri:Sayan-Chaudhuri-patch-2
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Added implementation for KMeans algorithm in GIL#587
Sayan-Chaudhuri wants to merge 8 commits into
boostorg:developfrom
Sayan-Chaudhuri:Sayan-Chaudhuri-patch-2

Added test file as suggested

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