Matlab-program-manual

computing the driving functions (delay and gain) for loudspeaker

求解L1范数最优化的一个程序包，里面包括源码、说明文档及相应论文(l1 ls A Matlab Solver for Large-Scale ℓ 1-Regularized Least Squares Problems)

Discriminatively Trained Deformable Part Models 模型的第三版源码，基于C和matlab，可用于目标检测(Discriminatively Trained Deformable Part Models source code)

说明：  最速下降法是迭代法的一种,可以用于求解最小二乘问题(线性和非线性都可以)。在求解机器学习算法的模型参数，即无约束优化问题时，梯度下降（Gradient Descent）是最常采用的方法之一，另一种常用的方法是最小二乘法。在求解损失函数的最小值时，可以通过梯度下降法来一步步的迭代求解，得到最小化的损失函数和模型参数值。反过来，如果我们需要求解损失函数的最大值，这时就需要用梯度上升法来迭代了。在机器学习中，基于基本的梯度下降法发展了两种梯度下降方法，分别为随机梯度下降法和批量梯度下降法。(The steepest descent method is a kind of iterative method, which can be used to solve the least squares problem (both linear and nonlinear). In solving the model parameters of machine learning algorithm, that is, unconstrained optimization, gradient descent is one of the most commonly used methods, and the other is the least square method. When solving the minimum value of loss function, the gradient descent method can be used step by step to get the minimum value of loss function and model parameters. Conversely, if we need to solve the maximum value of the loss function, then we need to use the gradient rise method to iterate. In machine learning, two kinds of ladders are developed based on the basic gradient descent method)

有关matlab基础知识的学习，请大家来学习(Matlab basic knowledge about the study, please come to learn)

用于读写适合支持向量机算法数据格式的matlab程序(For reading and writing data for support vector machine matlab program format)

matlab的学习教程，里面含有很全面的介绍教程是ppt格式的，很容易理解，有利于初学matlab的同学的学习(matlab learning tutorial, which contains a very comprehensive introduction tutorial ppt format, it is easy to understand, is conducive to learning for students to learn matlab)

This code applies local histogram equalization on an input image with a view to improve its contrast ratio. The image is read, converted to grayscale and resized with the inbuilt function of MATLAB. The window size may be changed, however, the window shift is pixel by pixel. The output is definitely a better contrast image as compared to the input but checkerboard effect is evident.

伪随机码的模糊函数及其相关特性，用matlab仿真实现(Ambiguity function of pseudo-random code and its related properties, Simulation using matlab)

MATLAB提供的INCA_DEMO程序(MATLAB procedures for the INCA_DEMO)