animecomico / gap_statistic

Dynamically get the suggested clusters in the data for unsupervised learning.

Python implementation of the Gap Statistic

Purpose

Dynamically identify the suggested number of clusters in a data-set using the gap statistic.

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Full example available in a notebook HERE

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Install:

Bleeding edge:

pip install git+git://github.com/milesgranger/gap_statistic.git

PyPi:

pip install --upgrade gap-stat

Anaconda

conda install -c milesgranger gap-stat

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Uninstall:

pip uninstall gap-stat