ngraph-python
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Implement Adagrad optimizer
Added a test in tests/test_optimizer.py Tested manually by running mnist and imdb rnn using this optimizer. The reduction in cost is lesser after a few iterations. Tested style.
Adding @zach-nervana @tyler-nervana for the review.