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CMSC5724 DBSCAN

Chen Yingying

Requirement

Environment

  • Python: python==3.8

  • Platform: osx-arm64

  • Other supporting packages in requirement.txt

Dataset

  • Dimension of Point: 2

  • in *.txt format

How to Use

git clone https://github.com/alice-create/CMSC5724-DBSCAN.git
cd CMSC5724-DBSCAN
pip install requirement.txt
python main.py --i /path/to/data.txt --eps 2.5 --min_pts 3 --o /path/to/visualization.png

Clustering Result

Data Dimension: 2

Number of clusters: 3

Visualization Result

visualization