资源列表
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>)
LM神经网络模型代码
- 使用LM神经网络分类,程序源码。LM神经网络能达到很好的分类效果。(Using LM neural network classification)
matlab遗传算法程序
- 基于遗传算法的机器人路径规划MATLAB源代码,通过避障并寻找最优路径。(The MATLAB source code of robot path planning based on genetic algorithm is adopted to avoid obstacles and find the optimal path.)