资源列表
K-means聚类
- K-means聚类程序，可用于聚类问题，自动产生大量数据，生成聚类图片(K-means clustering program, can be used for clustering problems, automatically generate large amounts of data, generate clustering images)
正交多项式最小二乘拟合
- 计算给定点列的曲线拟合最小二乘法得到的函数(The function of least square method for curve fitting of fixed point column)
TCR_FC
- FC-TCR. stabilize voltage simulation in matlab simulink.
计算方程组-1
- 该程序可用来求解计算复杂的非线性方程组的解析解，对初学者有一定参考价值(The program can be used to solve the analytic solution of complex nonlinear equations, and has some reference value for beginners)
MVDR_FromQQ
- 麦克风阵列mvdr算法，有音源和输出，能直接运行(Microphone array MVDR algorithm, with sound source and output, can run directly)
knn
- 这是一个普通的室内定位knn算法，里面含有程序需要的指纹数据库，(This is an ordinary indoor positioning KNN algorithm)
支持向量机、神经网络
- 支持向量机和神经网络的代码，神经网络是作为对比模型，可以成功运行
谱减法程序对比
- 基本谱减法和改进谱减法对比，文本显示matlab图形(The comparison between basic spectral subtraction method and improved spectral subtraction method, there are 2 texts in the files to display the MATLAB graphics.)
谱聚类
- 谱聚类matlab代码，聚类分析可用，内附简单实验及部分参考论文，代码可自行修改，精度可调(Matlab code for spectral clustering , enclosed a simple experiment, which can be modified. Accuracy of sigma is adjustable.)
08支持向量机的分类
- 支持向量机的分类，自己编写，亲手注释，效果不错，带效果图(Support vector machine classification, write their own, personally annotated, the effect is good, with effect diagram)
Untitled3
- 基于张量Tucker分解的数据修复算法,能对缺失数据修复(Data repair algorithm based on tensor decomposition)
Dynamic Programming and Reinforcement Learning
- 动态规划强化学习的课程作业，有详细的问题描述，问题分析，以及具体源代码(The One-Site Tree Cutting Problem By Dynamic Programming and Reinforcement Learning)