https://github.com/tinaland101/cryptoclustering
This project leverages unsupervised learning to analyze cryptocurrency data by clustering cryptocurrencies based on their price changes over 24 hours and 7 days. The goal is to predict if cryptocurrencies are impacted by recent price fluctuations using K-means clustering and Principal Component Analysis (PCA) for dimensionality reduction.
https://github.com/tinaland101/cryptoclustering
pandas-library pca-analysis python
Last synced: about 1 month ago
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This project leverages unsupervised learning to analyze cryptocurrency data by clustering cryptocurrencies based on their price changes over 24 hours and 7 days. The goal is to predict if cryptocurrencies are impacted by recent price fluctuations using K-means clustering and Principal Component Analysis (PCA) for dimensionality reduction.
- Host: GitHub
- URL: https://github.com/tinaland101/cryptoclustering
- Owner: tinaland101
- Created: 2025-01-28T22:52:51.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2025-02-25T20:00:02.000Z (11 months ago)
- Last Synced: 2025-02-25T21:18:25.642Z (11 months ago)
- Topics: pandas-library, pca-analysis, python
- Language: Jupyter Notebook
- Homepage:
- Size: 138 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0