资源列表
NEURAL_NETWORK_CODE
- 机器学习中神经网络的NN网络和CNN网络的MATLAB程序例程(NN neural network in machine learning and CNN network MATLAB routines)
RBF神经网络的VC源码bp_rbf
- RBF神经网络C++实现，使用Visual C++6.0打开，可直接编译运行。(RBF neural network C++ implementation, using Visual C++6.0 to open, can be directly compiled and run.)
mtsp_ga
- 多旅行商的最短路径选择。80个城市，5个旅行商，距离矩阵部分采用最优算法(Shortest path selection for multiple traveling salesman problem)
xishu
- 这是一个完整的稀疏分解用于图像去噪的一个压缩文件，而且是一个基于FFT变换的算法(This is a compressed file a complete sparse decomposition for image denoising, and is based on FFT transform algorithm)
kernelBP_chol
- 针对图像的基于核置信传播的分类器，具有收敛速度快，精度高的优点。(This is a sample code for Kernel Belief Propagation Classifier for images.)
Deep-learning
- 深度学习与机器学习经典之作，欢迎大家下载越读~~~~(Deep learning and machine learning)
matlab-基本蚁群算法（TSP）（多点版）
- 蚁群算法解决TSP问题的matlab源代码(Ant colony algorithm to solve the TSP problem matlab source code)
14.SVM代码
- python 实现了支持向量机，简单好用(support vector machine a kind of classification algorithm, realize in python)
Matlab代码
- 有约束和无约束的测试函数代码，可以在优化算法测试时使用(Constrained and unconstrained test function codes)
IT2FLSv1.1 (1)
- fuzzy type 2 matlab toolbox package
机器学习_周志华
- 号称机器学习人手必备一本的“西瓜书”，讲解通俗易懂(Known as machine learning manpower necessary book "watermelon book", explain popular easy to understand)
机器学习中的矩阵和求导
- 机器学习中涉及大量的矩阵论相关知识与问题，此资料有助于程序员理解解决相关问题(Machine learning involves a large number of matrix theory related knowledge and problems, this information helps programmers understand and solve related problems)