https://github.com/fratorgano/dimensionality-reduction

Project to learn a bit more about dimensionality reduction techniques
https://github.com/fratorgano/dimensionality-reduction

data-science data-visualization dimensionality-reduction isomap lle umap university-project

Last synced: 4 months ago
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Project to learn a bit more about dimensionality reduction techniques

• Host: GitHub
• URL: https://github.com/fratorgano/dimensionality-reduction
• Owner: fratorgano
• License: cc0-1.0
• Created: 2021-05-07T09:25:26.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-05-30T13:26:40.000Z (about 4 years ago)
• Last Synced: 2024-12-31T06:18:55.032Z (6 months ago)
• Topics: data-science, data-visualization, dimensionality-reduction, isomap, lle, umap, university-project
• Language: Jupyter Notebook
• Homepage:
• Size: 74 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# dimensionality-reduction

Shared git repository where we'll work on a project for a scientific visualization class. 

The main objecting is to learn a bit about some dimensionality reduction techniques and be ready to present them to class. 

This README file will be in English but almost everything else in this repository will be in Italian since we are following the class in Italian.

The algorithms we will be working on are:

* LLE - Locally Linear Embedding

* Isomap

* UMAP - Uniform Manifold Approximation and Projection for Dimension Reduction