课程作业时的深度机器学习程序

数据驱动的统计学习方法，包括PLS、PCA、ICA等，可方便进行故障诊断研究(Data-driven statistical learning methods, including PLS, PCA, ICA, can do researching on fault diagnosis)

说明：  通过VC++实现对MATLAB的调用VC++等高级程序语言调用MATLAB中程序（函数）的方法，融合了VC++与 MATLAB两种不同的语言，大大提高了编程效率。(By VC++ to realize the MATLAB call VC++ and other high-level programming language called MATLAB in the program (function) method, combines the VC++ and MATLAB are two different languages, greatly improve the programming efficiency.)

harmonic mean & geometric mean

a program which analyzes a 2D fluid flow using the reduced basis method

说明：  Curvelet变换是由一种特殊的滤波过程和多尺度脊波变换组合而成：本程序对彩色图像进行了curvelet变换从而实现图像去噪的效果。首先对图像进行子带分解；然后对不同尺度的子带图像采用不同大小的分块；最后对每个分块进行Ridgelet分析。(Curvelet transform is a combination of a special filtering process and multi-scale ridgelet transform. In this program, curvelet transform is applied to color image to achieve the effect of image denoising. First, the image is decomposed into sub-band; then the sub-band images of different scales are divided into different sizes; finally, each sub-band image is analyzed by ridgelet.)

本文说明了双闭环直流调速系统仿真设计，详细地介绍了基于Matlab的仿真过程。(This article describes the two-loop DC motor control system based design, detailed description of the simulation based on Matlab.)

高斯消去法，用Matlab实现的。显然没有matlab自带的算法好，所以是练习以及和其他算法比较用的。(Gaussian elimination method, implemented with Matlab. Obviously there is no algorithm matlab own good, so is the practice and compare with other algorithms used.)

拉格朗日插值函数实例，并画出原函数和插值函数的图像。(Lagrange interpolation function instance, and draw the image of the original function and interpolation function.)

Radar Systems Analysis and Design Using MATLAB by Bassem R. Mahafza Chapter 1 Radar Fundamentals 1.1. Radar Classifications 1.2. Range MATLAB Function “pulse_train.m” 1.3. Range Resolution MATLAB Function “range_resolution.m” 1.4. Doppler Frequency MATLAB Function “doppler_freq.m” 1.5. Coherence 1.6. The Radar Equation MATLAB Function “radar_eq.m” 1.6.1. Low PRF Radar Equation MATLAB Function “lprf_req.m” 1.6.2. High PRF Radar Equation MATLAB Function “hprf_req.m” 1.6.3. Surveillance Radar Equation MATLAB Function “power_aperture_eq.m” 1.6.4. Radar Equation with Jamming Self-Screening Jammers (SSJ) MATLAB Program “ssj_req.m” Stand-Off Jammers (SOJ) MATLAB Program “soj_req.m” Range Reduction Factor MATLAB Function “range_red_fac.m”

详细描述了使用KSVD算法训练完备字典的图像处理方法，精华版(Use KSVD algorithm training complete dictionary)