# Clustering-Python

**Repository Path**: haohan1997/Clustering-Python

## Basic Information

- **Project Name**: Clustering-Python
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-12-03
- **Last Updated**: 2021-12-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

## Reference

### CFSDP：http://science.sciencemag.org/content/344/6191/1492
### DBSCAN:https://www.aaai.org/Papers/KDD/1996/KDD96-037.pdf
### K-means:
### K-means++: https://dl.acm.org/citation.cfm?id=1283383.1283494
### 所有算法只需下载'Compound.txt'(或者'Aggregation.txt'）文件并在程序中修改该文件路径即可运行。

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## Requirements

+ numpy
+ matplotlib

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## Results

### K-means
![Aaron Swartz](https://github.com/yl-jiang/Clustering-Python/raw/master/classification/kmeans_result.jpg)
### K-means++
![Aaron Swartz](https://github.com/yl-jiang/Clustering-Python/raw/master/classification/kmeans++_result.jpg)
### DBSCAN
![Aaron Swartz](https://github.com/yl-jiang/Clustering-Python/raw/master/classification/dbscan.jpg)
### CFSDP
![Aaron Swartz](https://github.com/yl-jiang/Clustering-Python/raw/master/classification/cfsdp.jpg)