资源列表
主成分分析PCA
- 用PCA算法对iris数据集进行主成分分析(The PCA algorithm is used to analyze the iris data set)
chapter1遗传算法工具箱
- 遗传算法实例，用于遗传算法的学习和工作，为同学和开发人员提供参考。(Genetic algorithm examples, for genetic algorithm learning and work, for students and developers to provide reference.)
Code
- 神经网络学习 BP神经网络学习过程 神经网络学习 BP神经网络学习过程(Neural network learning, BP neural network, learning process Neural network learning, BP neural network, learning process)
chapter_GA
- 利用遗传算法优化支持向量机参数的算法的程序(Optimization of parameters of support vector machines using genetic algorithm)
ga_2d_box_packing_movie
- ga_2d_box_packing_movie in matlab
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