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A parallel K-Nearest Neighbors algorithm implementation in python.

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knn-parallel

A parallel K-Nearest Neighbors algorithm implementation in python.

Prerequisites

  • Python.

Implemented in Python 2.7.13. If speedup is a concern, GIL (Global Interpreter Lock) workaround is necessary. Jython recommended.

Branches design

Master Sequential Parallel
Dataset samples Sequential knn version Parallel knn version
Project structure Sequential guide Parallel guide

More datasets: UCI Machine Learning Repository

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MIT

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A parallel K-Nearest Neighbors algorithm implementation in python.

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