SGD Linear Model Fixes for Lime #938
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This updates SGD linear models to work appropriately with Lime, addressing #910 . Particularly, this switches Lime interpretable model inputs / outputs from double to float and enables gradients when necessary. Also adds a unit test to Lime for testing with SGD linear models.