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1. MLOPTPSU/FedTorch MLOPTPSU/FedTorch Public

   FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.

   Python 188 35

2. AdaptiveDistillation AdaptiveDistillation Public

   Forked from wyzelabs-inc/AdaptiveDistillation

   The source code for the paper titled: "Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation", accepted to BMVC2021

   Python 1

3. Targeted-Meta-Learning Targeted-Meta-Learning Public

   In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.

   Python 1 1

4. SkeletonMatching SkeletonMatching Public

   This repository implements skeleton matching algorithm.

   Python 48 4

5. RI-SGD RI-SGD Public

   Implementation of Redundancy Infused SGD for faster distributed SGD.

   Python 8 4

6. LUPA-SGD LUPA-SGD Public

   Implementation of Local Updates Periodic Averaging (LUPA) SGD

   Python 2 4