资源列表
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)
DNRBM
- 采用栈式 RBM 的深度神经网络。自训练, 自控制(This paper is a continuation of the depth of the neural network and the choice of the previous predictor. Here we will be covered by the depth of the neural network characteristic of stacked RBM initialization, and it is in
pid
- ZN BASED PID TUNING METHOD TO IDENTIFY KPKIKD VALUES
蚁群算法_最优路径（二维）
- 应用粒子群算法实现路径规划，可以实现仿真(Application of particle swarm optimization algorithm to achieve path planning, simulation can be achieved)
cplst
- 多标签分类算法，通过对标签降维（SVD），然后利用线性回归建立特征和低维标签之间的关系，求出特征的系数，然后反过来进行预测(Multi label classification algorithm, through the tag dimension reduction (SVD), and then use linear regression to establish the relationship between features and low dimensional tags, to