资源列表
案例1
- BP神经网络实现识别，用BP实现分类代码(Recognition of BP neural network)
SVM
- 调用于sklearn平台的支持向量机算法，有着较好的分类能力(The support vector machine algorithm for sklearn platform has good classification ability)
Naive Bayes
- 调用于sklearn平台的朴素贝叶斯算法，有着较好的分类能力(The naive bayes algorithm for sklearn platform is a good classification capability.)
ANN
- 调用于sklearn平台的人工神经网络算法，有着较好的分类能力(The artificial neural network algorithm used in sklearn platform has good classification ability.)
nickdong-matlab-ann-30-cases-master
- 基于MATLAB平台的神经网络的30个案例(30 cases of neural network based on MATLAB platform)
nickdong-matlab-ann-43-cases-master
- 基于MATLAB平台的机器学习的43个案例(43 cases of neural network based on MATLAB platform)
cigarette_group_classification-master
- 对于吸烟人群与非吸烟人群的分类算法，其中包括Python与MATLAB(Classification algorithms for smokers and non-smokers include Python and MATLAB.)
差分进化
- 差分进化进展，是难得的一篇全面介绍差分进化的论文(Differential evolution)
logisitc regression
- 利用逻辑回归原理算法实现经典的鸢尾花分类问题(Using logistic regression algorithm to realize classical iris classification problem)
ceshi
- 测试函数，包括图形和说明等等。ppt 课件，可用于展示(Test function Including graphics and instructions and so on. Ppt courseware, which can be used to display)
SVM
- 经典的分类器，在很多样本数据上表现优良，是最好的单分类器。(The classical classifier performs well on many sample data and is the best single classifier.)
Machine learning A Probabilistic Perspective
- 经典教学书籍<Machine learning A Probabilistic Perspective>(book <Machine learning A Probabilistic Perspective>)