# derrickburns/generalized-kmeans-clustering

<https://repo.masters-masters.com/en/repos/derrickburns/generalized-kmeans-clustering>

[Home](https://repo.masters-masters.com/en) › [derrickburns](https://repo.masters-masters.com/en/owners/derrickburns) › [generalized-kmeans-clustering](https://repo.masters-masters.com/en/repos/derrickburns/generalized-kmeans-clustering)

derrickburns/generalized-kmeans-clustering has 342 stars on GitHub. Its RepoMasters card: Alpha tier. Production-ready K-Means clustering for Apache Spark…

| Field | Value |
| --- | --- |
| Owner | [derrickburns](https://repo.masters-masters.com/en/owners/derrickburns) |
| Stars | 342 |
| Forks | 53 |
| Language | [Scala](https://repo.masters-masters.com/en/languages/scala) |
| License | Apache-2.0 |
| Created | 2014 |
| Topics | bregman-divergence, clustering, cosine-similarity, embeddings, entropy, euclidean-distance, itakura-saito-divergence, k-means, kullback-leibler-divergence, similarity-search |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [derrickburns/generalized-kmeans-clustering](https://github.com/derrickburns/generalized-kmeans-clustering) |

## Repository

Production-ready K-Means clustering for Apache Spark with pluggable Bregman divergences (KL, Itakura-Saito, L1, etc). 6 algorithms, 740 tests, cross-version persistence. Drop-in replacement for MLlib with mathematically correct distance functions for probability distributions, spectral data, and co…

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

## Nearby in Scala

- [softwaremill/diffx · ★ 343 · Scala · Alpha](https://repo.masters-masters.com/en/repos/softwaremill/diffx)
- [scalanlp/nak · ★ 342 · Scala · Alpha](https://repo.masters-masters.com/en/repos/scalanlp/nak)
- [softwaremill/kmq · ★ 342 · Scala · Alpha](https://repo.masters-masters.com/en/repos/softwaremill/kmq)
- [xerial/sbt-sonatype · ★ 341 · Scala · Alpha](https://repo.masters-masters.com/en/repos/xerial/sbt-sonatype)
- [typelevel/natchez · ★ 341 · Scala · Alpha](https://repo.masters-masters.com/en/repos/typelevel/natchez)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.