资源列表
dpc
- 这是2014年在自然杂志上发表的密度峰聚类的代码-This is 2014 in Nature magazine published the density peak clustering code
pls
- 数据建模分析，适合光谱，股票等建模分析，预测样品-For modeling and analysis，For modeling and analysis
waveletkernel
- 这是一个小波核函数工具包，可根据需要的核函数公式构建自己所需的核，可用于核学习方法。-The wavelet kernel function is a toolkit, can according to need to build your kernel function formula for nuclear, and can be used to study method.
user-based
- 使用的数据集是BX-CSV-Dump，基于用户的协同过滤，有详细代码注释-英语 Data sets used are BX-CSV-Dump, user-based collaborative filtering, a detailed code comments
DL4J_LSTM
- deeplearning4j依赖下，Java实现神经网络LSTM算法，DailyData.class实现数据结构，StockDataIterator.class进行数据预处理-deeplearning4j dependent under, Java LSTM realize neural network algorithm, DailyData.class data structure, StockDataIterator.class data preprocessing
data_mining
- 这是一个R的程序 文本挖掘的作业，用来统计新闻类别再进行分类 -This is an R program text mining operations for Statistical News category then classified
mixBern
- Just like EM of Gaussian Mixture Model, this is the EM algorithm for fitting Bernoulli Mixture Model. GMM is useful for clustering real value data. However, for binary data (such as bag of word feature) Bernoulli Mixture is more suitable.
A-new_cluster_algorithm
- 2014年 6 月份，Alex Rodriguez 和 Alessandro Laio 在 Science 上发表了一篇名为《Clustering by fast search and find of density peaks》的文章，为聚类算法的设计提供了一种新的思路。虽然文章出来后遭到了众多读者的质疑，但整体而言，新聚类算法的基本思想很新颖，且简单明快，值得学习。-June 2014, Alex Rodriguez and Alessandro Laio on Science publis
community-detection
- 社交网络人际关系社团划分，用R语言中的igraph包进行社团划分-community detection
multi-dimensional-particle
- 一维及二维数据粒子算法寻优,包括1）二维粒子算法参数寻优-替代网格寻优；2）一维数据粒子算法寻优（极值）。- One dimensional and two dimensional data particle algorithm optimization, including 1) two dimensional particle algorithm parameter optimization- alternative grid optimization 2) one dimens
Regressionmath
- 6 matlab file about regression. mathematical theory of regression implemented in matlab software.
dbscan_
- 数据挖掘中DBSCAN聚类算法的实现，用python语言实现，亲测可用。-The realization of DBSCAN clustering algorithm in data mining, using Python language to achieve, pro test available.