资源列表
高级分类器：支持向量机( SVM)
- 利用R语言实现高级分类器,支持向量机( SVM)(Advanced classifier, support vector machine (SVM))
BP神经网络 文献汇总
- 一些关于神经网络matlab编程的基础文献，有各种类型的，方便大家学习、查阅。(Some of the basic literature about the MATLAB programming of neural network, there are various types, convenient for everyone to learn and consult.)
深度学习-21天实战 caffe
- 介绍深度学习框架caffee，并快速入门学习(introduce caffee to master as soon as possible.)
新建文本文档
- 主要用matlab对故障信号进行分类，使用的是概率神经网络(The main use of matlab to classify fault signals, using a probabilistic neural network)
Untitled 14 BP NN
- 用bp神经网络对故障信号进行分类，通过训练和测试数据，来验证结果(Using bp neural network to classify fault signals and verify results by training and testing data)
Untitled0000000
- 通过pso优化rbf神经网络来提高信号的预测效果，以达到比单独使用rbf神经网络更好的预测效果(Optimize rbf neural network through pso to improve signal prediction performance to achieve better prediction effect than using rbf neural network alone)
Untitled13
- 用bp神经网络对几组数据进行训练，然后对剩下的数据进行预测，以达到预测故障的目的(Using bp neural network to train several sets of data, and then predict the remaining data to achieve the purpose of predicting failures.)
windig25
- it is a filter cpw low pass
人工蜂群算法
- 群优化算法之一，模拟蜂群种族特征，优化算法计算(One of the group optimization algorithms to simulate the race characteristics of the swarm of bees and the calculation of the optimization algorithm)
蚁群MATlab
- 群优化算法之一，模拟蚁群生活习惯，优化算法(One of the group optimization algorithms, simulation of ant colony living habits, optimization algorithm)
30626439ID3
- 对ID3算法实现及详细讲解，帮助大家更好在matlab上实现ID3算法(Implementation and detailed explanation of ID3 algorithm,Help you better implement the ID3 algorithm on MATLAB)
搜狗分类新闻.20061127
- 用于自然语言处理的新闻语料，抓取网上的一些新闻资料(The news materials used in Natural Language Processing, and grab some news on the Internet)