资源列表
BayesClassifier
- 自己做的贝叶斯分类器，包括基本贝叶斯，最小风险贝叶斯以及Neyman-Pearson决策-Do bayes classifier, including basic bayesian, the minimum risk bayesian and Neyman-Pearson decisions
Clusteranalysis
- MATLAB实现的聚类分析，距离计算使用欧式距离，然后采用下三角矩阵进行聚类。-MATLAB implementation of the cluster analysis, the distance calculated using the Euclidean distance, and then use a lower triangular matrix clustering.
PSObpPpsorbf
- 粒子群优化神经网络的程序大集合，这是从网站下载的各种程序，基本上包含了所有关于PSO优化神经网络所需要用到的程序及代码。-Particle swarm optimization neural network procedure for large collections, it is downloaded from the website of the various procedures, basically contains all of the PSO neural network opt
mc-problem
- N个传教士和野人的渡河问题，采用递归算法-Missionaries and the savages of N crossing problem, using a recursive algorithm
main
- 文本分类的前期处理，关于文本的预处理和字频统计，词频统计，猜词，搜索功能-Text classification in the early period of the processing, about text pretreatment and word frequency statistics, obtaining statistics, guess the word, the search function
SAs
- 利用模拟退火算法快速求得连续函数的最优解，程序简单，算法效率高，精度高，鲁棒性好-Fast simulated annealing algorithm for the optimal solution obtained by a continuous function, the program is simple, efficient algorithm for high accuracy, good robustness
BP
- BP神经网络的非线性系统建模-非线性函数拟合的一个matlab程序，供参考-BP neural network modeling of nonlinear systems- a non-linear function fitting matlab program, for reference
运动员最佳匹配问题
- 羽毛球队有男女运动员各n人。给定2 个n×n矩阵P和Q。P[i][j]是男运动员i和女运动员j配对组成混合双打的男运动员竞赛优势；Q[i][j]是女运动员i和男运动员j配合的女运动员竞赛优势。由于技术配合和心理状态等各种因素影响，P[i][j]不一定等于Q[j][i]。男运动员i和女运动员j配对组成混合双打的男女双方竞赛优势为P[i][j]*Q[j][i]。设计一个算法，计算男女运动员最佳配对法，使各组男女双方竞赛优势的总和达到最大。 输入：。第一行有1 个正整数n (1≤n≤20
naiveBayesClassify
- 机器学习算法，朴素贝叶斯分类器，常用作文本分类，或者用在本体匹配算法中用作相似度的计算-Machine learning algorithm, naive bayes classifier, commonly used ZuoWenBen classification, or use in ontology matching algorithm used in the calculation of similarity degree
code
- 利用C解决传教士与野人问题。有N个传教士和N个野人来到河边准备渡河，河岸有一条船，每次之多可供k个人乘渡。传教士为了安全起见，任何时刻，河两岸以及船上的野人数目总是不能超过传教士的数目（传教士数目为0除外）。求解一个可以令传教士和野人安全从左岸全部摆渡到右岸的过程。-Missionaries and savages in C to solve the problem. There are N and N Savage missionaries came to the river ready to
Number-Recognition
- 利用matlab编程来实现数字识别，即利用十个数字从0到9的模板与待识别的数字对比来实现识别功能-Use the matlab programming for number identification, namely use templates of ten numbers from 0 to 9 compared with the unidentified number.
src
- 用神经网络来进行人脸识别的程序，对脸部的表情进行识别，如高兴，伤心等-Using neural networks for face recognition program, to identify facial expressions such as happy, sad, etc.