June 28, 2023, 1:58 a.m. | /u/CompSciGeek1

Machine Learning www.reddit.com

Want something better than k-means? I'm happy to announce our SOTA k-medoids algorithm from NeurIPS 2020, BanditPAM, is now publicly available! `pip install banditpam` or `install.packages("banditpam")` and you're good to go!

k-means is one of the most widely-used algorithms to cluster data. However, it has several limitations: a) it requires the use of L2 distance for efficient clustering, which also b) restricts the data you're clustering to be vectors, and c) doesn't require the means to be datapoints in the …

algorithm algorithms cluster data github good install k-means limitations machinelearning neurips pip something sota

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