资源列表
PCA_EigenFace_algorithm
- 基于PCA的人脸检测和识别算法，希望对大家有帮助。-a PCA based face detection and recognition algorithm.
perception
- 模式识别的感知器算法的小程序。清晰简单。-Pattern recognition algorithm for small sensor program.
CART
- 这是一个分类和回归树算法，它提供一种通用框架将各种各样不同的判定树实例化。-This is a classification and regression tree algorithm, which provides a common framework a wide variety of different decision tree instantiation.
EightPuzzle
- 程序实现的是用A*算法求解八数码问题，初始状态和目标状态均可在源码中自行设置，程序运行后会得到从初始状态到目标状态的最佳解的逆序显示，文件help.txt中提供了程序的算法，程序的具体设计在源码中都有相应的注释-Program implementation is to use A* algorithm to solve 8 digital issues, the initial state and target state can be set up in the source code of
Pattern-Recognition
- 模式识别和机器学习的经典书籍，全英文原书。-Pattern recognition and machine learning of classic books, all in English of the original book.
EM
- EM算法Matlab实现。最大期望（EM）算法是在概率（probabilistic）模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量（Latent Variable）-EM algorithm by Matlab. Maximum expected (EM) algorithm is probabilistic (probabilistic) model to find maximum likelihood parameter estimation or m
example_tsp
- 用混合粒子群算法求解TSP问题，自带GUI界面，可解决各种TSP问题-Using hybrid particle swarm algorithm for TSP, own GUI interface, solve problems of various TSP
fisher
- 基于Fisher准则线性分类器设计，理解Fisher准则方法确定最佳线性分界面方法的原理，以及Lagrande乘子求解的原理。-Based on Fisher linear classifier design guidelines, understanding the criteria Fisher method to determine the best linear method of the principle of the interface, as well as solving La
knn
- 使用C语言编写的最近邻算法，可以直接运行，算法是对鸢尾花数据进行了分类。-Written in C language using the nearest neighbor algorithm can be run directly, the algorithm is the iris data are classified.
LS-SVM
- 基于LS-SVM的入侵检测模型与实时测试平台研究-LS-SVM based intrusion detection model and real-time test platform for research
30983548JAVA
- 人工蜂群算法的JAVA程序，希望对学习该算法的同学有用-artificial bee algorithm
ID3JueCheTree
- 人工智能ID3决策树算法的实现，使用了MFC编程，既有算法又有界面。-Artificial Intelligence ID3 decision tree algorithm, use the MFC programming, both algorithm and interface.