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1. Research simulation toolkit for federated learning

   Python 13 3

2. In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately account…

   Python 3

3. Deep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constraints. Existing com…

   Python 4 2

4. Geometric median (GM) is a classical method in statistics for achieving a robust estimation of the uncorrupted data; under gross corruption, it achieves the optimal breakdown point of 0.5. However,…

   Python 4

5. Simple Implementations of Bandit Algorithms in python

   Jupyter Notebook 3

6. Common Libraries developed in "PyTorch" for different NLP tasks. Sentiment Analysis, NER, LSTM-CRF, CRF, Semantic Parsing

   Python 8 6