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https://github.com/afsana2910/horizontal-federated-learning

This is a simple implementation of Horizontally Federated Linear Regression

https://github.com/afsana2910/horizontal-federated-learning

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
  • ○
    codemeta.json file
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    .zenodo.json file
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    DOI references
  • ✓
    Academic publication links
    Links to: sciencedirect.com
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (3.7%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

This is a simple implementation of Horizontally Federated Linear Regression

Basic Info
  • Host: GitHub
  • Owner: Afsana2910
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 133 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed almost 3 years ago

https://github.com/Afsana2910/Horizontal-Federated-Learning/blob/main/ 

# Horizontal-Federated-Learning
This is a simple implementation of Horizontally Federated Linear Regression applied to a synthetic dataset.

![Algorithm for HFL](Algorithm.PNG)
[Source: Federated learning on non-IID data: A survey](https://www.sciencedirect.com/science/article/abs/pii/S0925231221013254)

NB: Citing this GitHub repository would be highly appreciated if used for any research purpose.

Owner

  • Name: Afsana Khan
  • Login: Afsana2910
  • Kind: user
  • Location: Maastricht, Netherlands
  • Company: Maastricht University

PhD Candidate

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