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density_peak_clustering's Introduction

Density Peak Clustering

Awesome check top_language release size FOSSA Status

1. Dependencies

Python: 3.6.7

Lib: numpy, matplotlib

2. Files

  • data: Given data from this essay
  • images: Generated images for constructing framework
  • references: Essays used for this projects
  • report: Records and report
  • data_process.py: Data processing
  • cluster.py: Find cluster center and classify points
  • setup.py: Process given data and visualizing
  • generatePoints.py: Generating testing points dataset
  • plot.py: Process generated data and visualizing

3. Usage

  • Show the performance on given dataset:

>_ python3.6 setup.py

  • Show the performance on generate dataset:

>_ python3.6 generatePoints.py

>_ python3.6 plot.py

4. Performances

  • Dataset to be clustering:

generatedPoints

  • After clustering:

result

License

FOSSA Status

density_peak_clustering's People

Contributors

freesinger avatar fossabot avatar

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