https://github.com/prakharchoudhary/cluster-mania

Exploring the domain of Unsupervised learning via Clustering.
https://github.com/prakharchoudhary/cluster-mania

machine-learning matplotlib-figures python scikitlearn-machine-learning unsupervised-clustering

Last synced: about 1 month ago
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Exploring the domain of Unsupervised learning via Clustering.

• Host: GitHub
• URL: https://github.com/prakharchoudhary/cluster-mania
• Owner: prakharchoudhary
• License: mit
• Created: 2017-10-02T14:16:26.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-10-03T00:25:30.000Z (over 7 years ago)
• Last Synced: 2025-01-01T07:15:13.583Z (about 2 months ago)
• Topics: machine-learning, matplotlib-figures, python, scikitlearn-machine-learning, unsupervised-clustering
• Language: Jupyter Notebook
• Homepage:
• Size: 361 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# cluster-mania

Exploring the domain of Unsupervised learning via Clustering.

# To-do

1. Finding centers of similarity using the popular k-means algorithm.

2. Using a bottom-up approach to build hierarchical cluster trees.

3. Identifying arbitrary shapes of objects using a density-based clustering approach.