spark-knn (homepage)
k-Nearest Neighbors algorithm on Spark
@saurfang / (1)
k-Nearest Neighbors algorithm (k-NN) implemented on Apache Spark. This uses a hybrid spill tree approach to achieve high accuracy and search efficiency. It scales very well both horizontally and in terms of number of observations/dimensions.
Tags
How to
Include this package in your Spark Applications using:
spark-shell, pyspark, or spark-submit
> $SPARK_HOME/bin/spark-shell --packages saurfang:spark-knn:0.3.0
sbt
If you use the sbt-spark-package plugin, in your sbt build file, add:
spDependencies += "saurfang/spark-knn:0.3.0"
Otherwise,
resolvers += "Spark Packages Repo" at "https://repos.spark-packages.org/" libraryDependencies += "saurfang" % "spark-knn" % "0.3.0"
Maven
In your pom.xml, add:<dependencies>
<!-- list of dependencies -->
<dependency>
<groupId>saurfang</groupId>
<artifactId>spark-knn</artifactId>
<version>0.3.0</version>
</dependency>
</dependencies>
<repositories>
<!-- list of other repositories -->
<repository>
<id>SparkPackagesRepo</id>
<url>https://repos.spark-packages.org/</url>
</repository>
</repositories>
Releases
Version: 0.3.0 ( 0ae87b | zip | jar ) / Date: 2020-02-06 / License: Apache-2.0 / Scala version: 2.11
Version: 0.2.0 ( b8967d | zip | jar ) / Date: 2017-02-07 / License: Apache-2.0 / Scala version: 2.11
Version: 0.1.1 ( 18ca06 | zip | jar ) / Date: 2016-09-05 / License: Apache-2.0 / Scala version: 2.10
Version: 0.0.1-18ca06f5caebe998ec8e0fbbbc7233ce5dc37776 ( 18ca06 | zip | jar ) / Date: 2016-09-05 / License: Apache-2.0 / Scala version: 2.10
Version: 0.1.0 ( 6f274d | zip | jar ) / Date: 2015-11-23 / License: Apache-2.0 / Scala version: 2.10