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1. microsoft/OpenMSFTL microsoft/OpenMSFTL Public

   Research simulation toolkit for federated learning

   Python 12 1

2. DeLiCoCo-IEEE-Transactions DeLiCoCo-IEEE-Transactions Public

   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. Online-Embedding-Compression-AAAI-2019 Online-Embedding-Compression-AAAI-2019 Public

   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. BGMD-AISTATS-2022 BGMD-AISTATS-2022 Public

   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. Bandits-Online-Learning Bandits-Online-Learning Public

   Simple Implementations of Bandit Algorithms in python

   Jupyter Notebook 4

6. NLP-CS388-UT NLP-CS388-UT Public

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

   Python 7 5