资源列表
FS
- 对于研究优化算法的朋友有帮助,里面有详细的说明和例子。(algorithm matlab code)
OLPP
- 在LPP基础上提出的正交局部邻域嵌入算法，相对于LPP算法，性能更好，可用于数据的降维与分类(The orthogonal local neighborhood embedding algorithm based on LPP has better performance than LPP algorithm and can be used to reduce dimension and classify data)
洛伦兹信号
- 自编的洛伦兹信号，可用于降维仿真信号的验证(The self-made Lorenz signal can be used to reduce the dimensionality of the simulation signal verification)
Algorithm-3-Brute force
- 算法教学课件，还部分代码，适合自学者，进行学习(Algorithm-3-Brute force)
random_field_simulation 1D
- This file generates simulation of one dimensional Gaussian random field.
random_field_simulation-2D
- This code generates realization of 2D Gaussian random field.
fisher
- 把所有样本都投影到一个方向上，使得类内聚集，类间远离。(Projecting all of the samples in one direction makes the intra class aggregation and the class away.)
studentVersions
- 学生版SNOPT软件包，用以求解非线性规划问题(A student version of the SNOPT package, which is used to solve nonlinear programming problems.)
Ant Colony Algorithm
- 基于蚁群算法的机器人路径规划，使用网格离散化的方法对带有障碍物的环境建模，使用邻接矩阵存储该环境，使得问题转化为蚁群算法寻找最短路径。(Based on the ant colony algorithm, the path of the robot with the obstacle is modeled by the method of grid discretization, and the environment is stored by the adjacency matrix, so
mooc01city
- 城市房价预测，mooc课程上作业代码，机器学习(City housing price prediction, MOOC course code, machine learning)
2l_cvrp
- a vrp data used for research
test-master
- specified method to find distance