资源列表
machine-learning-ex1
- 吴恩达机器学习课程神经网络和机器学习作业及答案(coursera's machine learning answer)
water
- 水箱液位的模糊控制，带simulink仿真图，有示波器图像，双击simulink中的fuzzy模块输入water.fis即可运行(The fuzzy control of the water level of the water tank, with the Simulink simulation chart, the oscilloscope image, double click the fuzzy module in the Simulink to enter the water.fis)
PCA0118
- PCA降维，将特征以二维矩阵形式输入，对特征进行降维处理。(PCA dimension reduction, the characteristics of a two-dimensional matrix input, the feature dimensionality reduction.)
LQR and MPC for 4tank system
- Mathematical developmet to MPC and LQR algorithms
curso_mimo
- MiMo systems theory complete to implement in matlab
ros
- 难得的ros教程 机器人操作系统（ROS）浅析.pdf 机器人操作系统（ROS）浅析.pdf(ros tutorial Jason M. O'Kane)
matlab codes for detectors
- BPSK with Maximal ratio combining
awgn
- performance analysis
neural network.rar
- 帮助学习竞争神经网络与SOM神经网络的原理和matlab代码，增强对神经网络的理解和matlab编程能力。(Help to learn the principles of the competitive neural network and the SOM neural network and the matlab code, enhance the understanding of neural network and the ability of MATLAB programming.)
writingMaster
- 实验室项目。识别用户签名和汉字草书，效果较好。基于卷积神经网络实现。框架是tensorflow。原创代码初次公开。(Laboratory project. The recognition of user signature and Chinese scr ipt is good. Based on convolution neural network implementation. The framework is tensorflow. Original code for the first
deepwalk-master
- skipgram的deepwalk算法，复杂网络节点表征学习文中有部分地方还是有很大的改进空间的，比如随机游走过程，本文提出的更像是随机地进行深搜，后来的很多文章，例如LINE、Node2vec都有在这方面有进行改进。还有一点就是LINE里面提到的，Deepwalk中没有提出一个明确的目标函数（这是不是机器学习专家的职业病，非得把问题转化为最优化问题…）(Deepwalk skipgram algorithm, the complex network node in the characteri
digitrecognition
- Digital Recognition Neural network by matlab