https://github.com/jayachandran1810/custom-clustering-algorithm-without-machine-learning
Developed a custom clustering algorithm to analyze wine data without traditional machine learning. The project standardizes features and employs mathematical formulas using NumPy to identify distinct clusters, offering insights into wine sample groupings and their characteristics.
https://github.com/jayachandran1810/custom-clustering-algorithm-without-machine-learning
algorithm-development custom-algorithm data-science distance-calculations eucledian github kmeans-clustering machine-learning mathematics pandas project python unsupervised-learning wine
Last synced: 7 months ago
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Developed a custom clustering algorithm to analyze wine data without traditional machine learning. The project standardizes features and employs mathematical formulas using NumPy to identify distinct clusters, offering insights into wine sample groupings and their characteristics.
- Host: GitHub
- URL: https://github.com/jayachandran1810/custom-clustering-algorithm-without-machine-learning
- Owner: jayachandran1810
- License: mit
- Created: 2025-03-27T04:24:59.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2025-03-27T05:18:12.000Z (7 months ago)
- Last Synced: 2025-03-27T05:28:14.115Z (7 months ago)
- Topics: algorithm-development, custom-algorithm, data-science, distance-calculations, eucledian, github, kmeans-clustering, machine-learning, mathematics, pandas, project, python, unsupervised-learning, wine
- Language: Python
- Size: 1.63 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0