资源列表
aco
- Ant colony optimization
PSO-SVM
- 利于PSO优化的SVM，可用于解决软测量建模过程中的非线性问题(SVM, which is beneficial to PSO optimization, can be used to solve the nonlinear problems in soft sensor modeling)
neuralnetwork
- 实现简单neural network的计算(Simple neural network calculation)
kxianbaojing
- MT4外汇平台使用，可以自己设置K线点数报警(MT4 foreign exchange platform, you can set their own K-line points alarm)
regression
- 用线性回归找到最佳拟合直线，局部线性加权回归(locally weighted linear regression)
mnist
- 机器学习(Machine Learning, ML)是一门多领域交叉学科，涉及概率论、统计学、逼近论、凸分析、算法复杂度理论等多门学科。专门研究计算机怎样模拟或实现人类的学习行为，以获取新的知识或技能，重新组织已有的知识结构使之不断改善自身的性能。(Machine learning (Machine Learning, ML) is a multidisciplinary interdisciplinary field, involving many disciplines, such as p
processFFNN
- Progran For process forward neural network
NeuralNetwork_RBF
- RBF神经网络实现，MATLAB平台。附训练和测试数据(RBF neural network implementation, MATLAB platform. With training and test data)
Differential Evolution
- 包含了可用的差分进化算法代码，可以运行在matlab2010以上的版本(Contains the available differential evolution code)
BP神经网络预测
- 神经网络工具箱，能够用来预测交通流量，代码中显示了实现的步骤(neural network toolbox)
kMeans
- 聚类分析，是机器学习与人工智能的一个重要算法(Clustering analysis is an important algorithm for machine learning and artificial intelligence)
COPRA
- Finding overlapping communities in networks by label propagation论文中基于LPA的扩展算法COPRA，可以用于重叠社区的发现(COPRA, an extension algorithm based on LPA, can be used to discover overlapping communities)