搜索资源列表
2014-Science-clustering
- 2014年发表在Science中的一篇文章Clustering by fast search and find of density peaks，其中还包括了作者用到的数据集和MATLAB源程序-2014 published an article in Science Clustering by fast search and find of density peaks, which also includes the author used data sets and MATLAB sourc
ID3
- 数据挖据决策树算法ID3算法java实现，包含引用文件，简单易懂-Data Mining Decision Tree Algorithm ID3, simple and easy to understand by java, contains references to files
POETR
- 此为POET的R语言源代码程序，目的是为实现最大方差估计-Large Covariance Estimation by Thresholding Principal Orthogonal Complements
Campuran-SOFM-SVR-dengan-Seleksi-Fitur-Berbasis-F
- The explenation how to clustering data by using Self Organzing Map. I hope that it would be help. THanks.
ICcurve
- 在matlab上实现电池充电是容量-电压曲线的绘制，采用计数法代替微分发技术-Implement matlab code on outputing capcity-voltage curve, which is ploted by counting point menthod instead of derivation
programs-and-data
- 通过KNN分类法，根据酒的某些性状信息对酒进行分类。然后，通过交叉验证对分类结果进行测试。最后，对数据进行主成分分析，再进行分类。-By KNN classification, according to certain traits information wine wine classification. Then, through cross-validation of the classification tested. Finally, principal component analy
sel2fasta.pl.tar
- obtain sequences based on list file output by sumaryFasta.pl
ClusteringCpp
- 聚类算法，主要用于DBSCAN聚类，基于C++环境-clusterting by c++
mlp
- this code source implement artificial neural network by using multi layers perceptron whit xor sample test.- this code source implement artificial neural network by using multi layers perceptron whit xor sample test.
Multistep-Wind-Speed-Forecasting-Based-on-Wavelet
- Considering the randomness and volatility of wind, a method based on B-spline neural network optimized by particle swarm optimization is proposed to predict the short-term wind speed
xyle
- 拉普拉斯降维方法，是非线性数据降维方法，通过构建相似关系图来重构数据局部流形结构特征。-Laplace dimension reduction method is non-linear data dimensionality reduction method, by constructing a graph similar to reconstruct the structure of local manifoldof the data.
mani
- 一个流形学习的GUI，可以直接运行，里面包含八种流形学习算法-MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota
The-optimization-of-K-means
- 对k-means算法的优化，通过优化初始聚类中心的选择-The optimization of K-means algorithm by improving the selection of initial clustering centers
violinplot
- 这是关于机器学习中的代码，通过绘制violinplot图来观察数据的分布变化等-It s about machine learning code, distribution changes by drawing violinplot plans to observational data, etc.
kmeans
- kmeans算法，简单实现，文件读入，读入文件为txt，数据用逗号隔开-kmeans algorithm, simple implementation, file reads, reads the file as txt, data separated by commas
DeepLearning-master
- 深度学习的概念源于人工神经网络的研究。含多隐层的多层感知器就是一种深度学习结构。深度学习通过组合低层特征形成更加抽象的高层表示属性类别或特征，以发现数据的分布式特征表示。[1] 深度学习的概念由Hinton等人于2006年提出。基于深信度网(DBN)提出非监督贪心逐层训练算法，为解决深层结构相关的优化难题带来希望，随后提出多层自动编码器深层结构。此外Lecun等人提出的卷积神经网络是第一个真正多层结构学习算法，它利用空间相对关系减少参数数目以提高训练性能。[1] 深度学习是机器
DecisionTree
- matlab代码实现决策树，是学习数据挖掘的基本分类器的入门代码-DecisionTree classifier about data mining coded by matlab
solo3-20150307-64-bit-binary-.x86_64
- 此附件是solo3，由美国UCAR,NCAR开发。用于画WSR-88D天气雷达的雷达反射率回波，径向速度。同时，能简单的退模糊，不过是手动的。此附件为编译好的linux 64位软件，可直接使用。-This annex is solo3, by American UCAR, NCAR developed. Radar reflectivity echo for drawing WSR-88D weather radar radial velocity. At the same time, you
Decision-Tree-classifier15
- Decision Tree classifier by train and test
DecisionTree-sna
- Decision Tree by python programinig