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)
MATLAB智能算法30个案例分析——源代码
- 算法优化，包括粒子群算法，遗传算法以及多种神经网络(optimization algrithm,include PSO algrithm GA and other kind algrithm ,and many kinds of Nural network)
机器学习_南京大学-周志华
- 机器学习_南京大学-周志华.pdf，全版 供学习使用(Machine learning _ Nanjing University - Zhou Zhihua.Pdf)
com_test
- 关于MATLAB GUI 串口通信的调试程序(About MATLAB GUI serial communication debugger)
多元时间序列建模分析
- 对于多元的时间序列进行建模分析，基于matlab仿真实现。(Modeling and analysis of multivariate time series are implemented based on MATLAB simulation.)
基于BP网络的个人信贷信用评估
- matlab平台使用的基于BP网络的个人信贷信用评估 具有预测功能 非常好用(The personal credit credit evaluation based on BP network used by Matlab platform has very good prediction function)
SVD++
- 简单的SVD基于movielens的开发python程序(this is a simple SVD write by python base on movielens dataset)
bpnn
- BP反向传播神经网络算法，包括数据预处理部分(this zip include BP back propagation Neural network algorithm and the data preprocessing section)
[muchong.com]PSO-BP
- 粒子群算法优化bp神经网络进行时间序列的预测，通过优化神经网络中的参数达到更好的预测效果(Particle swarm optimization (PSO) optimizes the BP neural network to predict the time series, and optimizes the parameters of the neural network to achieve better prediction results)
wavelet&DL
- 这是有关小波和深度学习进行融合和解释的一些文章，我把文章题目和摘要在word文档中列了出来，里面有对应的文章的链接，可以点开题目打开对应的文章。(This is the wavelet and deep learning of some articles fusion and interpretation, I put the titles and abstracts of the articles listed in the word document, which has a corresp
ksvdbox
- K-SVD算法用于稀疏表达,基于OMP算法。(The algorithm is apply for sparse representation)
ompbox
- K-SVD算法用于稀疏表达，基于OMP算法。(The algorithm is apply for the sparse representation.)