资源列表
k-means算法
- Kmeans算法是一个重复移动类中心点的过程，把类的中心点，也称重心(centroids)，移动到其包含成员的平均位置，然后重新划分其内部成员。(The Kmeans algorithm is a process of repeating the center point of a moving class, moving the center of the class, also known as centroids, to the average position of its member
route
- 无线传感器网络的matlab仿真程序,主要是仿真无线传感器的路由协议(Matlab simulation program for Wireless Sensor Networks.Routing protocol of simulation wireless sensor)
lizilvbo
- 粒子滤波的MATLAB实现，通过寻找一组在状态空间中传播的随机样本来近似的表示概率密度函数，用样本均值代替积分运算，进而获得系统状态的最小方差估计的过程，这些样本被形象的称为“粒子”，故而叫粒子滤波(MATLAB implementation of particle filter,By looking for a set of random samples which are propagated in the state space to approximate the probability
libsvm-3.22
- Matlab中的一个工具箱,可以用来分类(a toolbox in Matlab,it can be used to classify data.)
U_E_threedimen
- 采用模拟电荷法，以点电荷为模拟电荷，在三维空间中计算一个档距的输电线路周围电场。(Using the charge simulation method to calculate the electric field around transmission line of one span in the 3D space, the point electric charge is used as the simulation charge.)
check
- 模拟电荷法校验程序。针对架空输电线路，将位于导线中心的模拟电荷计算出来后，选取导线表面的校验点，对计算结果误差进行检验。(Analog charge method check program. For the overhead transmission line, the simulated charge located at the conductor center is calculated, and the checkpoint of the conductor surface is se
hfssapi
- 可以改变源代码的参数来实现matlab控制hfss，来进行复杂的建模。(You can change the source code parameters to achieve matlab control hfss, for complex modeling.)
htru2
- 对脉冲星的二分类问题，利用逻辑回归，里面有详细的注解(For the two classification problem of pulsars, there are detailed annotations.)
VRP
- VRP,遗传算法的路径优化问题，车辆调度问题的MATLAB实现(VRP,Path optimization problem of genetic algorithm,MATLAB implementation of vehicle scheduling problem.)
Python
- 简单的k_means算法Python 和 MATLAB实现(Simple k_means algorithm Python and MATLAB implementation)
magnify
- 在线实现仿真波形局部放大，结合具体要求实现特定窗口图形(Online simulation of waveform amplification, combined with specific requirements to achieve specific window graphics.)
周志华-机器学习_
- 周志华机器学习，人工智能的经典入门书籍。。。。(Zhou Zhihua's machine learning, the classic introductory book of artificial intelligence.)