资源列表
rollingRegression
- 对多变量数据按照日期做滚动多元回归分析。(Rolling multiple regression.)
MOEA-D-DE
- 基于分解的多目标进化优化算法，在2007年提出的，是另外一种求解多目标优化问题流行的算法。常用(The decomposition-based multi-objective evolutionary optimization algorithm, proposed in 2007, is another popular algorithm for solving multi-objective optimization problems.The commonly used)
gnssins_gpsleverarm_simulation
- GNSS/INS组合导航的定位算法，18维状态空间，仿真验证程序。(GNSS/INS integrated navigation positioning algorithm, 18 dimensional state space, simulation verification program.)
遗传算法优化pid
- fun1为适应度函数 GA_optima为优化pid的主函数 mainopt.slx为适应度函数里面调用的模型 test.slx为比较模型(Fun1 is the fitness function GA_optima is the main function to optimize pid Mainopt.slx is the model called inside the fitness function Test.slx is the comparison model)
spin
- 无线传感器网络协议SPIN，Matlab程序用以学习使用(Matlab Programm for SPIN of wireless sensor net work.)
pima indians diabete data
- prima indian diabetes dataset
GMMs作业
- 机器学习作业GMMs算法实现，机器学习课程的一个小作业，没什么用。(Implementation of machine learning task GMMs algorithm)
python_self
- 实现了机器学习的各种分类算法，如：knn，svm，朴素贝叶斯，神经网络，决策树等。(Various classification algorithms of machine learning, KNN, SVM, naive bayes, neural network, decision tree, etc.)
SVM实例教程
- svm预测算法实现案例，详细可靠，希望对大家有帮助(SVM prediction algorithm implementation case, detailed and reliable, we hope to help everyone.)
Export_s2k
- etabs2016导出S2K文件插件，亲测好评，大神提供(Etabs2016 export S2K file plug-in, pro test praise, God provides)
Autoencoder_Code
- Hilton的自动编码器实现代码(rbm based on matlab)
LDA_ FDA_with_tutorial
- LDA降维是常用的降维手段之一，是常用的有监督学习降维工具。这个文件对其产生W后的使用进行了简要说明，使用W进行最终的降维可以得到十分漂亮的分析结果（在数据分布符合假设分析的情况下。）(LDA dimension reduction is one of the commonly used dimensionality reduction methods. It is a commonly used supervised learning dimensionality reduction tool