资源列表
算法设计与分析-第三章-图与遍历算法
- 非常好的算法分析方面的资料，欢迎大家下载！(very good algorithm books, it can help you to learn quickly!)
K近邻算法
- 此处用python实现机器学习k近邻算法(Implementation of k nearest neighbor algorithm for machine learning)
机器学习决策树算法
- 此处python实现机器学习的决策树算法(A decision tree algorithm for realizing machine learning in Python)
逻辑回归算法
- 此处python实现机器学习的逻辑回归算法(A logical regression algorithm for machine learning by Python)
朴素贝叶斯算法
- 此处python实现机器学习朴素贝叶斯算法(Here Python implements the naive Bayes algorithm for machine learning)
向量机
- 此处利用python实现机器学习向量机算法(The implementation of machine learning vector machine algorithm in Python)
层次分析法求特征值与特征向量
- 层次分析法来求得任何一个矩阵的特征值，特征向量，归一化向量(The analytic hierarchy process (AHP) is used to obtain the eigenvalues, eigenvectors and normalization vectors of any matrix)
人脸识别
- 直接运行即可，当然对应目录选自己图片所在的文件夹(Run directly, of course, select the folder of your own picture folder.)
贝叶斯 肤色提取
- 基于贝叶斯最小误判和最小损失准则进行的肤色提取(Skin color extraction based on Bayesian minimum misjudgment and minimum loss criterion)
Principle Component Analysis
- dimensionality reduction
machine language learning(1)
- 机器学习实战中 各种常见算法 分类 回归 无监督学习 包括源代码的数据库(A variety of common algorithm classification regression unsupervised learning including source code database in machine learning)
matlab gds
- 利用matlab gds的插件 对各种几何图形进行设计(Using the MATLAB GDS plug-in to design a variety of geometric figures)