Github user srowen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/23146#discussion_r237888294
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/optim/loss/DifferentiableRegularizationSuite.scala
 ---
    @@ -16,9 +16,13 @@
      */
     package org.apache.spark.ml.optim.loss
     
    +import org.scalactic.{Equality, TolerantNumerics}
    --- End diff --
    
    We have ~== etc for approximate comparison


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