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Add convergenceTol #53

@benmccann

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@benmccann

Spark's GradientDescent optimizer has a convergenceTol which is very helpful. It would be good to add that here as well.

See https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/mllib/optimization/GradientDescent.scala#L99

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