AlirezaMoseni / UT-Distributed-Optimization-and-Learning

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Distributed Optimization and Learning Course Projects (Tehran University)

This repository contains the projects I completed for the Distributed Optimization and Learning course at Tehran University.

Getting Started

  • This repository assumes you have Python and libraries for Deep Learning, such as Pytorch.

Contents

This repository includes folders for each project. Each folder will likely contain:

  • Jupyter notebooks or Python scripts implementing the project.
  • Data files used for training and testing (if applicable).
  • README.md file (optional, for project-specific details).

Project Descriptions

1. Decentralized Optimization: Primal and Dual Decomposition in Federated Setting

This project explored decentralized optimization algorithms for training a deep learning model in federated settings.

2. Distributed Optimization: Weighted Average Algorithm

This project focused on distributed optimization algorithms for training deep learning models across multiple machines without a coordinator server.

About

License:MIT License


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