MATLAB

扩展卡尔曼滤波算法用来实现目标的定位于跟踪(Extended Kalman filter algorithm is used to achieve the goal of positioning tracking)

分类和拟合，支持向量新算法。最小二乘，但只能用于二维数据(Classification and fitting a new support vector algorithm. Least squares, but only for two-dimensional data)

MATLAB中AHP实例 可以用来理解和掌握层次分析法在MATLAB中的应用(MATLAB AHP for softwire by myself may be useful hope it will help you)

说明：  license plate recognition

说明：  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.)

TSP问题（货郎担问题，旅行商问题）的模拟退火算法通用malab源程序(TSP problems (traveling salesman problem, traveling salesman problem) is common malab simulated annealing source code)

包括粒子群算法的MATLAB工具箱和PDF文档的使用说明(PSO TOOLBOX IN MATLAB)

(2,1,2)卷积码链路仿真,采用viterbi译码算法,采用m语言编写,并非直接调用matlab内部函数,有助于对viterbi译码算法的理解((2,1,2) convolutional code link simulation using viterbi decoding algorithm using m language, not directly call matlab internal function, contribute to the understanding of viterbi decoding algorithm)

这个程序是matlab实现的对周期图法进行的功率谱估计，经过验证绝对正确(This program is the power spectrum estimation matlab achieve periodogram proven absolutely correct)

kalman滤波，李国强，用于模态识别，先生称响应在用相应识别系统参数(kalman filtering, Li Guoqiang, for modal identification, sir, said in response to the recognition system with the corresponding parameters)