MATLAB_Deep_Learning

安装方法： 你必须确定cache目录可以读写一般就不会出现什么问题,本程序在WIN2003＋IIS＋PHP5和WIN2003＋APACHE＋PHP5下完全测试通过,本程序也上传到LINUX下的PHP4通过(Installation: you must make sure that the cache directory can read and write without any problems, this procedure in WIN2003+IIS+PHP5 and WIN2003+APACHE+PHP5 complete test passed, this procedure is uploaded to the LINUX PHP4 through)

使用VB，在MAPX中利用定时器方法闪烁图元-The use of VB, the use of timers in MAPX flashing graphic element Methods

在并网时运用PQ策略，离网时运用VF控制，2种状态控制(PQ strategy is used in grid connection, VF control and two state control are used in off-grid connection.)

协同区间偏最小二乘 siPLS算法是 N rgaard等对其提出 的 iPLS方法的改进, 其基本算法步骤如下:(1)对原始谱图进行 预处理;(2)在全谱范围内建立全局偏最小二乘模型, 即上节的 模型;(3)在整个光谱区间采用 iPLS建立多个等窗口宽度的子 区间, 假设为 n个;(4)在每个子区间上建立偏最小二乘法模型, 即可得到 n个局部模型;(5)以交叉验证时的均方根误差 RMSE 值为各模型的精度衡量标准, 比较全光谱模型和各局部模型的 精度;(6)组合精度最高的局部子区间为新的回归区间;再在新 的回归区间建立 siPLS模型(Cooperative interval partial least squares (siPLS) algorithm is proposed by N rgaard et al. The improvements of the iPLS method are as follows: (1) the original spectrogram is performed. Preprocessing; (2) establishing a global partial least squares model in the full spectrum, that is, the upper part of the model. Model; (3) use iPLS to establish multiple equal window widths in the whole spectral interval. The interval is assumed to be n; (4) a partial least squares model is established on each sub interval. N local models can be obtained; (5) the root mean square error of cross validation is RMSE The values are the accuracy criteria of each model, and the comparison between the full spectral model and the local models is made. (6) the local interval with the highest combined precision is a new regression interval; and then new. The establishment of siPLS model in the regression interval)

说明：  基于边缘和颜色特征的图像检索，运行main.m可以查看检索效果，将路径和数据集替换为自己的(content image retrieval based edge and color features.run main.m can retrieval.replace the path and data set to yourself.)

说明：  根据光伏的数学模型，建立仿真模型，模拟出光伏的外特性输出，包括最大功率点的追踪(According to the mathematical model of photovoltaic, a simulation model is established to simulate the external characteristic output of photovoltaic, including the tracking of the maximum power point)

说明：  本资源是3层的自编码器加上稀疏正则项约束的matlab代码。隐层激活函数选sigmoid函数，输出层选线性函数，程序中以一个标准数据集sonar为例，使用该方法可以做无监督表征学习，数据压缩，多任务学习等(This resource is a 3-layer self-encoder plus matlab code for sparse regular term constraints. The hidden layer activation function selects the sigmoid function, and the output layer selects the linear function. The program uses a standard data set sonar as an example. This method can be used for unsupervised representation learning, data compression, multi-task learning, etc.)

编写学生学籍，便于管理，系统中介，程序讲解如下，结果如图，(The preparation of student status, easy management, system intermediary, procedures explained as follows, the results are as follows,)

一个Flash网页编辑器，类似网页文本编辑器，在Flash实现文本编辑器的功能，可对文本框文字进行简单的排版、字体样式定义、颜色设置等功能，fla源文件请在Flash8环境下打开。

flash 动态加载图片 -flash dynamic loading picture