资源列表
kmeans
- 基本的数据聚类算法，可以进行快速有效的数据聚类，可以有效地进行数据挖掘-Basic data clustering algorithm, can be fast and effective data clustering, data mining can be effectively
co-training
- 半监督学习co-training 回归算法的java代码实现。-COREG is a co-training style semi-supervised regression algorithm, which employs two kNN regressors using different distance metrics to select the most confidently labeled unlabeled examples for each other.
MLDemos-0.3.0-source
- 机器学习源代码：内含多种机器学习算法，如GMM、KNN、Kernel PCA等等，供参考。-Machine learning source code: contains a variety of machine learning algorithms, such as GMM, KNN, Kernel PCA for reference.
8digitsA
- A星算法+强启发函数解八数码问题，自带判断是否有解-A Star Algorithm+ strong heuristic function solution of 8 digital issues, bring their own to determine whether the broken
Neural_Network_Design
- < 神经网络设计源代码>>一书的源代码。-err
RealGeneticAlgorithm
- 自已编写的c#自适应实数编码遗传算法，提供多种交叉变异和选择方法，应用时结合需要，修改适应度函数即可！-Write their own adaptive real-coded genetic algorithms, offers a variety of crossover and mutation and selection methods, application integration needs, modify the fitness function can be!
include
- 本程序实现对四维Iris.Data的分类处理，应用K-Means算法将其分为两类-This procedure to realize the four d Iris. The classification of the Data processing, the application of K-Means algorithm which is divided into two categories
BP-neural-network
- BP神经网络算法程序 双输入单输出 有详细程序注解 便于读者阅读-BP neural network algorithm for two-input single-output process are detailed procedures to facilitate reader comments
PSO
- 一个Matlab PSO算法简单例子。测试函数为Griewank函数-A simple example of Matlab PSO algorithm
PF-EKF
- 粒子滤波和扩展卡尔曼滤波的对比分析，matlab算法，欢迎交流-Particle filter and comparative analysis of the extended Kalman filter, matlab algorithm, welcomed the exchange of
crossoverandmutation
- 包含遗传算法十进制编码的交叉子函数和变异子函数，内有详细注释，移植性好，非常不错的源码-Decimal coded genetic algorithm contains cross Functions Functions and variability, with detailed notes, transplantation is good, very good source
Apriori_example
- 讲解数据挖掘中的apriori算法的ppt，有算例。-APRIORI Algorithm，with an example.