资源列表
elm
- 一个简单移动的ELM超限学习机的小例子,实现了简单的ELM神经网络模型,并且还带有测试数据集。(A simple example of a simple moving ELM overrun learning machine)
源代码
- 七段s曲线路径规划程序详解 非常适合做运动控制规划(Detailed solution of seven segment s curve path planning program)
kmean
- 一个学习k均值聚类的实例,代码实现了其基本原理,简单易懂,带有测试,训练数据集,可直接上手操作(A learning k-means clustering example, the code to achieve its basic principles, easy to understand, with a test, training data set can be used directly)
logistic
- 一个在机器需欸领域非常经典的算法-逻辑回归,改实例实现了逻辑回归的功能,简单易懂,有条理,带有数据集(A very classic algorithm in the field of machine requirements - Logistic Regression, change instances to achieve the function of logistic regression, easy to understand, organized, with a data set)
test1
- 神经网络,深度学习上非常经典的例子-RNN循环神经网络,使用mnist数据集,代码简单易懂,学习方便(Neural network, deep learning is a very classic example -RNN circular neural network, the use of mnist data sets, the code is easy to understand, easy to learn)
test1
- SVM-无监督机器学习领域的经典算法,在神经网络未出现前,他是机器学习的顶梁柱,现在依然用处广泛,而且其核函数的使用范围早已超脱其本身,该实例对SVM算法进行了实现,具有相应的数据集。(SVM - Unsupervised machine learning in the field of classical algorithms, before the neural network does not appear, he is the mainstay of machine learning,
MathLib
- 使用C++编写,包含一个头文件和一个源文件,实现了向量,矩阵,四元数的一些常用操作。(Operations about vector, matrix and quaternion)
P5-2 PSO训练神经网络
- 通过粒子群算法训练神经网络,实现一个简单的人工智能算法(Training neural network through PSO)
基于数据数量对支持向量机和BP神经网络性能分析
- 不同样本数量支持向量机和BP神经网络性能分析对比(Performance analysis of neural network)
xiaobo
- 自定义小波变换,可以随便使用各个小波基函数进行小波变换(A custom wavelet transform can be used to transform wavelet transform randomly.)
数学建模算法与应用程序及数据
- 数学建模一书算法与应用源程序,真的,给我吧。(Mathematical modeling one book algorithm and application source program)
参考代码常用算法
- 数学建模常用程序代码,美赛也可以用此代码。(Mathematical modeling of common program code, the American game can also use this code.)