robot_sweeper

虽然是英文版的，但是非常难得学习PSCAD的材料，配有实例的教材讲解！(Although in English, but very rare PSCAD learning materials, with examples of teaching materials to explain! )

说明：  用N来表示训练用例（样本）的个数，M表示特征数目。 输入特征数目m，用于确定决策树上一个节点的决策结果；其中m应远小于M。 从N个训练用例（样本）中以有放回抽样的方式，取样N次，形成一个训练集（即bootstrap取样），并用未抽到的用例（样本）作预测，评估其误差。 对于每一个节点，随机选择m个特征，决策树上每个节点的决定都是基于这些特征确定的。根据这m个特征，计算其最佳的分裂方式。 每棵树都会完整成长而不会剪枝，这有可能在建完一棵正常树状分类器后会被采用）。(N is used to represent the number of training cases (samples), and M is used to represent the number of features. The number of input features m is used to determine the decision result of a node in the decision tree, where m should be far less than m. From N training cases (samples), n times are sampled in the way of put back sampling to form a training set (i.e. bootstrap sampling), and the unselected cases (samples) are used to predict and evaluate the error. For each node, m features are randomly selected, and the decision of each node in the decision tree is determined based on these features. According to these m characteristics, the best splitting mode is calculated. Each tree will grow completely without pruning, which may be adopted after building a normal tree classifier).)

三相感应电动机的动态建模；函数搭建的仿真模型(Dynamic Modeling of Three-Phase Induction Motors; Simulation Model for Function Construction)

说明：  jQuery拖动吸附栅格内对齐代码是一款div块拖动固定的网格布局代码。(The alignment code in jQuery drag adsorption grid is a div block drag fixed grid layout code.)

显示进度条的VB异步下载实例，在获取下载任务后，用ListView列表显示当前任务，使用了Subclass.ocx控件的下载程序示例，本实例虽是一个下载程序，但可学习到不少实用的知识技巧，比如网络下载的实现、ListView控件的使用、进度条的实现等。

TSMC 018 for ADS2016

最优化问题，排队论，美国数学建模实例应用等(Optimization problem, queuing theory, etc.)

说明：  [python] Kmeans文本聚类算法+PAC降维 原来下载的文件([Python] kmeans text clustering algorithm + PAC dimension reduction)

说明：  从给定的图邻接矩阵计算图度矩阵和拉普拉斯矩阵(Calculation of graph degree matrix and Laplace matrix from given graph adjacency matrix)

德州仪器TI的altium designer元件库封装(TI Altium designer component library package)