资源列表
pca降维
- pca数据降维算法，很好的解决数据灾难的问题。(PCA data dimensionality reduction algorithm, a good solution to the problem of data disaster.)
demo
- 对精馏塔的工艺流程精馏段温度TR和提馏段温度TS控制，以确保塔顶和塔底产品的质量，所设计的解耦控制系统仿真图。(The distillation process, distillation temperature, TR and stripping temperature TS are controlled to ensure the quality of the products at the top of the tower and the bottom of the tower. The
语音信号处理
- 采用MATLAB 2015b综合运用各种函数调用等来实现语音信号时域的短时能量，短时过零以及短时自相关函数分析和频域的傅里叶变换，功率谱估计，短时傅里叶变换，小波分析，语音信号的短时综合，语谱图各种分析，充分了解熟悉语音信号的相关分析方法。(This experiment uses the MATLAB 2015 b, the integrated use of various kinds of function call to realize speech signal in time dom
机器学习_南京大学-周志华
- 机器学习_南京大学-周志华.pdf，全版 供学习使用(Machine learning _ Nanjing University - Zhou Zhihua.Pdf)
rbf
- RBF神经网络，可实现对风速预测等时间序列的预测(RBF neural network which can be used to predict time list)
NBC
- 朴素贝叶斯模型，用来做大数据的分类，是一种很简单易上手的模型，代码很简单，有例子。(Naive Bayes model is used to enlarge the classification of data)
buck_Vmode
- buck converter电压模simulink建模(buck converter simulink model)
buck_Imode
- buck converter current mode simulink model
buck_PID_1
- buck converter PID compensatation simulink model
MATLAB仿真
- 简单体制雷达信号的生成与画图，频率分集雷达信号的生成与画图(Simple system radar signal generation and drawing, frequency diversity radar signal generation and drawing)
chengxu
- 通过软测量的方法实施上浆率精确检测，得出的结果可以看出SVM模型的收敛速度更快，预测精度更高。(Through the method of soft measurement, the accurate detection of sizing rate is realized.The results show that the convergence rate of SVM model is faster and the prediction accuracy is higher.)
遗传算法优化神经网络matlab源码
- 此程序实现了利用遗传算法优化BP神经网络，内含matlab源码及遗传算法工具包。亲测可用(This program implements the use of genetic algorithms to optimize the BP neural network, including Matlab source code and genetic algorithm toolkit. Pro test available)