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极限学习机源代码
- 图像的特征提取 图像的分类 实现elm算法
ELM-java
- 极限学习机(ELM)在java下的实现算法,此为eclipse项目,已经添加好可用的jar包,调整文件路径后可以直接运行,(PS.极限学习机算法为elm官网所提供)(Extreme learning machine (ELM) in Java implementation algorithm, this is the eclipse project, has added a good jar package, adjust the file path can be directly run (P
ELM
- 新加坡南洋理工黄教授编写的极限学习机的算法实现(the implementation of extreme learning machine)
Compelx-ELM
- 复数极限学习机,通过复数处理,将极限学习机扩展到复数领域,效果很好(Complex limit learning machine, through the complex processing, the limit learning machine extended to the complex domain, the effect is very good)
ELM
- 用于使用极限学习机算法进行分类问题,采用MATLAB编写,适合论文写作(Classification algorithms are used for the use of the extreme learning machine algorithm)
OS-ELM在线极限学习机
- 此代码是OS-ELM在线极限学习机,内含训练集和测试集。(This code is the OS-ELM online extreme learning machine, containing training set and test set.)
elm
- 使用极限学习机进行预测,含有实际电厂数据(Using extreme learning machine to predict, which contains actual power plant data)
elm
- 极限学习机ELM代码,matlab编写的,可以直接调用。(ELM code, matlab written,)
07 极限学习机(Extreme Learning Machine, ELM)
- ELM算法指出,其实隐层的权值矩阵W和偏置b其实是没有必要调整的,在学习算法开始时,任意随机给定W和b的值,利用其计算出H(隐层节点的输出),并令其保持不变,需要确定的参数就只有β了。这是一个比较重要的理论基础。(The ELM algorithm is pointed out, in fact, hidden layer weights matrix W and B is not necessary to adjust the bias of the learning algorithm, i
ELM
- 本程序主要用于预测,极限学习机。楼主编程中已经使用,大家共享学习。(this code is use for forcast. elm)
Incremental-ELM
- 很详细的极限学习机增量学习的代码,非常适合新手入门学习(Very detailed limit learning machine incremental learning code, very suitable for beginners to learn)
BA_ELM
- 蝙蝠优化的极限学习机,提升极限学习机的效率(BA-ELM to improve effection of ELM)
ELM
- 极限学习机的matlab代码,黄广斌教授(ELM CODE of matlab from guangbin huang)
H-ELM
- 可用作数据分类和拟合,深度极限学习机拥有深度学习的优势和自身计算速度快的优势(It can be used to classify and fit data. The deep extrme learning machine has the advantages of depth learning and fast computing speed.)
elm算法
- 黄教授的极限学习机代码,结合他的论文看,很有用,希望有帮组(Extreme Learning Machine Code, very useful)
ELM预测
- 给出了一种极限学习机(elm)算法,并用汽油近红外光谱辛烷值数据集对ELM网络进行训练,最后用ELM对汽油辛烷值进行预测,并对预测结果进行评价。文件内含ELM工具箱,可直接在MATLAB运行。(An extreme learning machine (elm) algorithm is presented, and the ELM network is trained with the data set of gasoline near infrared spectroscopy octane
ELM分类
- 内含两个数据集---iris_data和classsim,分别为艾瑞斯花和红酒的分类训练数据。分别用这两个数据集对极限学习机(ELM)进行训练,并测试ELM的分类效果。(It contains two data sets, iris_data and classsim, which are classified training data of Iris Flower and Red Wine respectively. The two data sets are used to train t
故障ELM诊断
- 极限学习机matlab算法,可运行,用于机械故障诊断(Matlab algorithm of limit learning machine, it can run)
深度(多层)极限学习机的python实现
- 深度极限学习机也叫多层极限学习机,ML-ELM。是黄广斌等人在极限学习机ELM基础上,将其拓展为深度学习的一种模式识别方法,原文文章:Representational learning with extreme learning machine for big data。(The deep extreme learning machine is also called the multi-layer extreme learning machine, ML-ELM. It is Huang Gu
极限学习机实际例程
- 极限学习机(Extreme Learning Machine) ELM,是由黄广斌提出来的求解单隐层神经网络的算法。