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@MLOPTPSU

Machine Learning and Optimization Lab @PennState

This is the GitHub repository of the Machine Learning and Optimization lab at Penn State University.

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  1. FedTorch FedTorch Public

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

    Python 188 35

  2. 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 2 1

  3. RI-SGD RI-SGD Public

    Python 1

  4. LUPA-SGD LUPA-SGD Public

    Python 1

  5. lazygcn lazygcn Public

    Forked from MortezaRamezani/lazygcn

    LazyGCN

    Python 1

  6. GCIVR GCIVR Public

    About Implementation of Generalized Composite Incremental Variance Reduction

Repositories

Showing 6 of 6 repositories
  • FedTorch Public

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

    MLOPTPSU/FedTorch’s past year of commit activity
    Python 188 GPL-2.0 35 6 0 Updated May 2, 2024
  • 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.

    MLOPTPSU/Targeted-Meta-Learning’s past year of commit activity
    Python 2 MIT 1 0 3 Updated Mar 25, 2023
  • GCIVR Public

    About Implementation of Generalized Composite Incremental Variance Reduction

    MLOPTPSU/GCIVR’s past year of commit activity
    0 MIT 0 0 0 Updated Mar 14, 2022
  • lazygcn Public Forked from MortezaRamezani/lazygcn

    LazyGCN

    MLOPTPSU/lazygcn’s past year of commit activity
    Python 1 1 0 0 Updated Oct 22, 2020
  • LUPA-SGD Public
    MLOPTPSU/LUPA-SGD’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 7, 2020
  • RI-SGD Public
    MLOPTPSU/RI-SGD’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 5, 2020

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