@sandeep-krishnamurthy it now looks better after SVRGOptimizer was made private. Including SVRGOptimizer in `optimizer.py` file instead of the `contrib` folder was just a thought. I am okay either ways. Will take a look at @StephanieYuan 's changes and approve it accordingly.
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