approx-smote (homepage)
Approximated SMOTE for Big Data under the Spark Framework.
@mjuez / (1)
An approximated SMOTE implementation for Apache Spark that uses saurfang's knn based on hybrid spill trees for efficient k nearest neigbor search.
Tags
How to
Include this package in your Spark Applications using:
spark-shell, pyspark, or spark-submit
> $SPARK_HOME/bin/spark-shell --packages mjuez:approx-smote:1.1.2
sbt
If you use the sbt-spark-package plugin, in your sbt build file, add:
spDependencies += "mjuez/approx-smote:1.1.2"
Otherwise,
resolvers += "Spark Packages Repo" at "https://repos.spark-packages.org/" libraryDependencies += "mjuez" % "approx-smote" % "1.1.2"
Maven
In your pom.xml, add:<dependencies> <!-- list of dependencies --> <dependency> <groupId>mjuez</groupId> <artifactId>approx-smote</artifactId> <version>1.1.2</version> </dependency> </dependencies> <repositories> <!-- list of other repositories --> <repository> <id>SparkPackagesRepo</id> <url>https://repos.spark-packages.org/</url> </repository> </repositories>
Releases
Version: 1.1.2 ( 0847ff | zip | jar ) / Date: 2022-04-27 / License: Apache-2.0 / Scala version: 2.12
Version: 1.1.1 ( 467294 | zip | jar ) / Date: 2021-09-20 / License: Apache-2.0 / Scala version: 2.12
Version: 1.1.0 ( e0275d | zip | jar ) / Date: 2021-03-01 / License: Apache-2.0 / Scala version: 2.12
Version: 1.0.0 ( c62f55 | zip | jar ) / Date: 2020-12-01 / License: Apache-2.0 / Scala version: 2.11
Version: 0.1.2 ( b36a47 | zip | jar ) / Date: 2020-11-18 / License: Apache-2.0 / Scala version: 2.11
Version: 0.1.1 ( ec109f | zip | jar ) / Date: 2020-11-18 / License: Apache-2.0 / Scala version: 2.11
Version: 0.1.0 ( 025db5 | zip | jar ) / Date: 2020-11-18 / License: Apache-2.0 / Scala version: 2.11