资源列表
era
- 基于时域的模态参数识别算法，特征系统实现法。-Modal parameter identification algorithm based on time domain, the characteristics of the system implementation method.
Knn-and-PCA.tar
- good implementation of KNN and PCA for face dataset
LDA
- machine learning features
R-Code
- This contains R code for feature selection
knn
- KNN分类器的MATLAB代码，速度快效果好，适合初学者使用。-KNN search without using any gancy data structure, such as kd-tree. However, it is the fastest knn matlab implementation I ever found.
myknn
- 自己写的knn算法，加入了剪辑近邻法,可以对类别交界处进行剪辑-knn written by myself
datato1ofm
- Take categorical data matrix and transform whole matrix to binary sparse 1ofM matrix, keeping track of what came where. Ideal for any form of count-based probabilistic analysis.-Take categorical data matrix and transform whole matrix to binary sparse
gfftogenebank
- 转换GFF文件to genbank格式文件。(Convert GFF files to genbank format files.)
bayes
- 机器学习中的朴素贝叶斯算法，利用python实现的算法-The naive Bayesian algorithm in machine learning, using Python to achieve the algorithm
leigs
- laplacian eigenmaps算法-laplacian eigenmaps Algorithm
holt_winters
- holt-winters 三次指数平滑算法,时间序列预测算法，带测试数据及Demo-Triple Order Exponential Smoothing, Holt-Winters algorithm, time series prediction algorithm with test data and Demo
best_kmeans
- 该算法克服了kmeans算法需要手动设置k值得缺陷，使用多次迭代，可以自动得到合适的k值，并进行聚类计算。该算法不是本人所写，这里上传供同行传阅。http://www.mathworks.com/matlabcentral/fileexchange/49489-best-kmeans-x--this program is come form the link:http://www.mathworks.com/matlabcentral/fileexchange/49489-best-kmeans