SoftwareApplication
name: Morph
description: Morph: Code Supporting the Publication: Dynamic Topology Optimization for Non-IID Data in Decentralized Learning
description: This repository contains code for a decentralized learning framework where nodes adaptively select peers based on model and data dissimilarity. The project includes infrastructure for training, evaluating, and analyzing behavior across various topologies and datasets.
code repository: https://data.4tu.nl/v3/datasets/44604941-341a-4131-8750-aca19afc9109.git
author: https://orcid.org/0000-0001-5209-6161
author: Person
  given name: Antreas
  family name: Ioannou
  name: Antreas Ioannou
keywords: Decentralized Learning
keywords: Topology optimization
keywords: Heterogeneous Data Distribution
keywords: Peer-to-Peer
keywords: Communication Graph
programming language: JSON
programming language: Markdown
programming language: Other
programming language: Python
programming language: Shell
license:
  creative work: creativeWork
    name: MIT
reference publication: bigdata66926.2025.11402096

https://orcid.org/0000-0001-5209-6161
type: Person
given name: Bart
family name: Cox
name: Bart Cox

bigdata66926.2025.11402096
type: ScholarlyArticle
name: Dynamic Topology Optimization for Non-IID Data in Decentralized Learning
pagination: 1-10
url: https://doi.org/10.1109%2Fbigdata66926.2025.11402096