> For the complete documentation index, see [llms.txt](https://lichangbin.gitbook.io/paper_notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://lichangbin.gitbook.io/paper_notes/ml/kmeans.md).

# kmeans

{% embed url="<https://www.jiqizhixin.com/articles/the-6-clustering-algorithms-data-scientists-need-to-know>" %}

{% embed url="<https://web.stanford.edu/class/bios221/book/Chap-Clustering.html>" %}

{% embed url="<https://bradleyboehmke.github.io/HOML/kmeans.html>" %}

{% embed url="<https://zerowithdot.com/mistakes-with-k-means-clustering/>" %}

{% embed url="<http://varianceexplained.org/r/kmeans-free-lunch/>" %}