TransmogrifAI (homepage)

Automated machine learning for structured data

@salesforce / (4)

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 com.salesforce.transmogrifai:transmogrifai-core_2.11:0.5.3

sbt

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

spDependencies += "salesforce/TransmogrifAI:0.5.3"

Otherwise,

libraryDependencies += "com.salesforce.transmogrifai" % "transmogrifai-core_2.11" % "0.5.3"

Maven

In your pom.xml, add:
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>com.salesforce.transmogrifai</groupId>
    <artifactId>transmogrifai-core_2.11</artifactId>
    <version>0.5.3</version>
  </dependency>
</dependencies>

Releases

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