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0.3.4
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@tovbinm tovbinm released this 22 Aug 23:50
0.3.4
4171930

Performance improvements:

  • Added featureLabelCorrOnly parameter in SanityChecker to only compute correlations between features and label (defaults to false)
  • Added ignoreHashCorrelations parameter in SanityChecker that ignores correlations from hashed text features (defaults to false)
  • Parallelize OP cross validation and set default validation parallelism to 8
  • Added warmup in concurrent checks

New features and bug fixes:

  • Replace deprecated 'forceSharedHashSpace' param with HashingStrategy
  • Added explicit annotations for all classes with generic collections that use JsonUtils
  • Added .transmogrify shortcut for arrays of features
  • Removed referencing UID from a case object
  • DecisionTree & DropIndices stages tests now use the OP spec base classes
  • Added map features removed by RFF to model insights
  • Pretty print model summaries
  • Ensure OP Models are portable across environments
  • Ignore _ in simple streaming avro file reader
  • Updated evaluators so they can work with either Prediction type feature or three input featues
  • Added Algebird kryo registrar
  • Make Sure that SmartTextVectorizerModel can be serialized to/from json

Dependency upgrades:

  • Upgraded to Scala 2.11.12
  • Updated Gradle to 4.9 & bump Scalastyle plugin to 1.0.1

Released to Bintray - https://bintray.com/salesforce/maven/TransmogrifAI

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