资源列表
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)
SMI
- 自适应波束形成中的采样矩阵逆算法（SMI） 程序基于窄带自适应波束形成编写，很适合初学者学习使用！(Sampling matrix inverse algorithm (SMI) in adaptive beamforming The program is based on narrow-band adaptive beamforming and is suitable for beginners.)
quora.py
- 针对数据集Quora Question Pair，所做的logistic回归代码。(Quora Question Pairs Logistic Regression)
vitsimdemo
- This demo shows how to understand convolutional codes