DPC算法
所属分类：源码/资料
开发工具：Python
文件大小：2265KB
下载次数：0
上传日期：2022-05-29 20:32:00
上 传 者：
we565656
说明： DPC算法python版本，详细介绍算法的应用和使用
文件列表:
Clustering by fast search and find of density peaks.ipynb (346624, 2018-09-20)
DPC.pdf (2145236, 2018-09-20)
cluster.py (14105, 2018-09-20)
dataset (0, 2018-09-20)
dataset\D31.dat (56006, 2018-09-20)
dataset\R15.dat (8956, 2018-09-20)
dataset\aggregation.dat (9647, 2018-09-20)
dataset\compound.dat (5031, 2018-09-20)
dataset\flame.dat (2895, 2018-09-20)
dataset\jain.dat (4568, 2018-09-20)
dataset\origin_1000.dat (24730, 2018-09-20)
dataset\origin_4000.dat (98862, 2018-09-20)
dataset\pathbased.dat (3793, 2018-09-20)
dataset\spiral.dat (3896, 2018-09-20)
point.py (1159, 2018-09-20)
# Clustering by fast search and find of density peaks
[Clustering by fast search and find of density peaks](http://science.sciencemag.org/content/344/6191/1492.full) by Alex Rodriguez and [Alessandro Laio](https://people.sissa.it/~laio/)
- [notebook **(uncompleted)**](https://github.com/ahazxm/DPC/blob/master/Clustering%20by%20fast%20search%20and%20find%20of%20density%20peaks.ipynb)
- [datasets 数据集结构](https://github.com/7thMar/DPC/tree/master/dataset) **(X, Y, [class])**
- [point.py](https://github.com/7thMar/DPC/blob/master/point.py)
> 绘制所有数据集点分布
- [cluster.py](https://github.com/7thMar/DPC/blob/master/cluster.py)
> 算法实现代码
- [DPC.pdf](https://github.com/7thMar/DPC/blob/master/DPC.pdf)
> 文档
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