TransmogrifAI (homepage)

Automated machine learning for structured data

@salesforce / (5)

TransmogrifAI (pronounced trans-mog-ri-phi) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Spark with minimal hand tuning.


Tags

  • 2|ml
  • 2|scala
  • 2|machine-learning
  • 2|automl
  • 1|salesforce
  • 1|transformations
  • 1|estimators
  • 1|dsl
  • 1|pipelines
  • 1|einstein
  • 1|features
  • 1|feature-engineering
  • 1|sparkml
  • 1|ai
  • 1|automated-machine-learning
  • 1|transmogrification
  • 1|transmogrify
  • 1|structured-data
  • 1|transformers

How to

Include this package in your Spark Applications using:

spark-shell, pyspark, or spark-submit

> $SPARK_HOME/bin/spark-shell --packages salesforce:TransmogrifAI:0.7.0

sbt

If you use the sbt-spark-package plugin, in your sbt build file, add:

spDependencies += "salesforce/TransmogrifAI:0.7.0"

Otherwise,

resolvers += "Spark Packages Repo" at "http://dl.bintray.com/spark-packages/maven"

libraryDependencies += "salesforce" % "TransmogrifAI" % "0.7.0"

Maven

In your pom.xml, add:
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>salesforce</groupId>
    <artifactId>TransmogrifAI</artifactId>
    <version>0.7.0</version>
  </dependency>
</dependencies>
<repositories>
  <!-- list of other repositories -->
  <repository>
    <id>SparkPackagesRepo</id>
    <url>http://dl.bintray.com/spark-packages/maven</url>
  </repository>
</repositories>

Releases

Version: 0.7.0 ( 036d1f | zip | jar ) / Date: 2020-06-12 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.6.1 ( f4b6af | zip | jar ) / Date: 2019-09-12 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.6.0 ( 028bf8 | zip | jar ) / Date: 2019-08-27 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.5.3 ( 40e492 | zip | jar ) / Date: 2019-05-08 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.5.2 ( b04076 | zip | jar ) / Date: 2019-04-11 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.5.1 ( 681e30 | zip | jar ) / Date: 2019-02-09 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.5.0 ( 078c8a | zip | jar ) / Date: 2018-11-22 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.4.0 ( 82df9d | zip | jar ) / Date: 2018-09-23 / License: BSD 3-Clause / Scala version: 2.11

Version: 0.3.4 ( 417193 | zip | jar ) / Date: 2018-09-10 / License: BSD 3-Clause / Scala version: 2.11