spark-xkmeans (homepage)

Extension to the standard K-Means implementation of Spark ML library

@tupol / (0)

KMeans extension answering questions like: "Why is it an anomaly?" or "Why does it belong to this cluster?"

Tags

  • 1|ml
  • 1|kmeans
  • 1|anomalies

How to

Include this package in your Spark Applications using:

spark-shell, pyspark, or spark-submit

> $SPARK_HOME/bin/spark-shell --packages org.tupol:spark-xkmeans_2.11:0.0.1

sbt

In your sbt build file, add:

libraryDependencies += "org.tupol" % "spark-xkmeans_2.11" % "0.0.1"

Maven

In your pom.xml, add: 
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>org.tupol</groupId>
    <artifactId>spark-xkmeans_2.11</artifactId>
    <version>0.0.1</version>
  </dependency>
</dependencies>

Releases

Version: 0.0.1 ( ec4c08 | zip | jar ) / Date: 2019-09-04 / License: MIT / Scala version: 2.11