资源列表
shortest-path-of-N
- N最短路径是K最短路径（KSP）的变种，KSP指的是DAG中单源路径中前K条最短的路径- N shortest path is the shortest path (KSP) of K, KSP refers to the DAG in the single source path of the shortest path in the former K
LDM
- 对SVM分类方法进行的一种改进方法。将其中的margin改变。-SVM classification method for an improved method. The margin will be one change.
extrema
- 解决EMD分解后端点不正确的现象，该算法能有效解决这一问题-EMD decomposition procedure to solve the problem endpoint, can effectively solve the endpoint of decomposition phenomenon incorrect
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
Mymeans
- k-means（k均值聚类）,使用R语言实现，分类的准确度跟自带的差不多-k-means written by myself
Naive-PLA
- 感知器学习算法。R语言实现版本。自己写的，给大家一个参考-perceptron learning of algorithm
pocket-PLA
- 贪婪感知器算法。R语言实现版本，每次会把最优的分类抓在手上-pocket perceptron learning of algorithm
Batch-Gradient-Descent
- 分别使用了批梯度下降法和牛顿法进行线性回归的测试。-Respectively the batch gradient descent and Newton s method of linear regression tests.
GMMPEM
- 代码给出了高斯分布下的EM算法的设计与实现-Code gives the design and implementation of a Gaussian distribution under the EM algorithm
py_ml
- 简单的人脸识别，及其他机器学习方法，使用scikit-learn。-machine learning using python
NLP
- 自然语言处理教程与项目总结,java与python描述均有。-NLP summary
Question1
- 找素数，找前五十个素数，十个一行，共五行-prime number