资源列表
SSA
- SSA奇异谱分解，用于在时频域分析信号成分，重构信号(SSA singular spectrum decomposition is used to analyze signal components and reconstruct signals in time-frequency domain)
NNC
- K近邻算法，亲测，可运行，手动输入近邻个数(The nearest neighbor algorithm)
BP_network-master
- BP神经算法基础实例，基于BP神经网络的网络实例。(BP neural algorithm based examples)
music频率估计
- 用music方法估计仿真谐波信号的频率成分(Music method is used to estimate the frequency components of the simulated harmonic signals)
K均值对iris数据集聚类
- k-means算法对irisdata数据集进行聚类(The k-means algorithm clustering the irisdata datasets)
bp_neural_net-master
- BP神经网络进行编程实例，进行预测数据任务。(BP neural network programming examples, to predict data tasks.)
BP-network-master
- BP神经网络进行编程实例，两输入两隐含单元一输出.(BP neural network programming examples, to predict data tasks.)
主成分分析PCA
- 用PCA算法对iris数据集进行主成分分析(The PCA algorithm is used to analyze the iris data set)
BPNetworks-master
- GNU通用公共许可证是自由，copyleft许可证软件和其他种类的作品。(The GNU General Public License is a free, copyleft license for software and other kinds of works.)
BPNN-master
- 反向传播神经网络,两输入两隐含单元一输出(Backpropagation Neuron Network)
maxga1
- 遗传算法求解最大值，自己写的程序，适合初学遗传算法者(Genetic algorithm to solve the maximum)
pso
- 用粒子群优化算法求解函数最大值问题，有收敛曲线图，自己编的程序，附带一个常用的函数(Particle swarm optimization algorithm to solve the problem of maximum function, a convergence curve)