MPC程序

说明：  关于用matlab实现的曲线拟合50000个点的程序，不知道对大家有没有用(Matlab on the use of curve fitting to achieve 50,000 points, the procedures, I do not know all of you there is no use)

This file implement Lda algorithm for dimension reduction and clustering techniques. Dimension reduction, Clustering.

深度神经网络在函数近似中表现优越，然而需要从头开始训练。另一方面，贝叶斯方法，像高斯过程（GPs），可以利用利用先验知识在测试阶段进行快速推理。然而，高斯过程的计算量很大，也很难设计出合适的先验。本篇论文中我们提出了一种神经模型，条件神经过程（CNPs），可以结合这两者的优点。CNPs受灵活的随机过程的启发，比如GPs，但是结构是神经网络，并且通过梯度下降训练。CNPs通过很少的数据训练后就可以进行准确的预测，然后扩展到复杂函数和大数据集。我们证明了这个方法在一些典型的机器学习任务上面的的表现和功能，比如回归，分类和图像补全(Deep neural networks perform well in function approximation, but they need to be trained from scratch. On the other hand, Bayesian methods, such as Gauss Process (GPs), can make use of prior knowledge to conduct rapid reasoning in the testing stage. However, the calculation of Gauss process is very heavy, and it is difficult to design a suitable priori. In this paper, we propose a neural model, conditional neural processes (CNPs), which can combine the advantages of both. CNPs are inspired by flexible stochastic processes, such as GPs, but are structured as neural networks and trained by gradient descent. CNPs can predict accurately with very little data training, and then extend to complex functions and large data sets. We demonstrate the performance and functions of this method on some typical machine learning tasks, such as regression, classification and image completion.)

这是一个关于最优速度模型的交通流模型，程序详细，有注释(This is a model of traffic flow on the optimal velocity model, program details, notes)

matable 生成V图,代码　　在要要要要(english,matlab voronil diagram)

电子工业出版社翻译Sangjit K.Mitra的数字信号处理课本源程序(Electronic Industry Press Translation Sangjit K. Mitra Digital Signal Processing source textbooks)

lab3 : Spatial Filtering

Ansys动力分析中大质量法的应用,主要用于地震动计算,行波及多点输入的实现(Dynamic Analysis Ansys massive application of the law, mainly for ground motion calculation, OK affecting the realization of multi-point input)

遗传算法的程序 可以根据自己需要修改数据等 然后直接运行(Genetic algorithm program can modify the data, according to their needs and then run directly)

基于matlab simulink的同步发电机仿真模型，可以直接运行观察同步发电机运行状态，可以给不同的故障观察故障下的同步发电机运行状态(Matlab simulink simulation model based on synchronous generator can be run directly observed synchronous generator running, you can give a different operating state of synchronous generator fault fault under observation)