搜索资源列表
ELMcode
- 这是极限学习机在回归拟合问题中的应用,这个算法功能很强大-Extreme Learning Machine in the regression problem in the application of training prediction powerful.
B-ELM
- B_ELM 极限学习机算法 包含demo-B_ELM 极限学习机算法 包含demo
elm_kernel_trainapredict
- Kernel_ELM传说中的核-极限学习机,基于官网给的版本,拆分成了训练和预测两个模块,方便大家得到训练模型和预测标签-Kernel_ELM, Extreme Learning Machine using Kernel,including two modules as train & predict
mainELM
- 运用极限学习机的算法进行资源需求量的预测,并能反应执行速度和运行情况-Using the limit learning machine algorithm to forecast the resource consumption value, and can reflect the running speed and running situation.
ELM_kernel
- 从黄广斌官网下载的,添加了核函数的核极限学习机-Download the official website of Huang Guangbin, adding the kernel fucntion to Extreme Learning Machine
ELM_Prediction
- 极限学习机用于回归预测的matlab代码,其中包含训练数据和测试数据,亲测可运行-Extreme Learning Machine for Regression prediction matlab code, which contains training data and test data, pro-test runs
ELM
- 这是在极限学习机官网上下载的例程,基于matlab,具体官网http://www.ntu.edu.sg/home/egbhuang/elm_codes.html,详细英文说明如网址所示。-This is the ultimate learning machine official website to download routines, based on matlab, specific official website http:/
ClassicalELM
- 通过极限学习机的相关算法,实现数据的预测、回归、分类,从而有利益数据的处理-Processed through the relevant algorithm ELM achieve prediction data, regression, classification, and thus interest data
gabor
- 利用gabor算法对图像纹理特征提取,并且送入极限学习机中进行学习分类-Use gabor feature extraction algorithm for image texture, and into the ultimate learning machine learning classification
ELM
- ELM代码,极限学习机的代码,用于建模或者回归
ELM
- 极限学习机,类似单层神经网络学习,可以用于稀疏表示中数据训练分类-extreme learning machine
OS-ELM(Python)
- ELM是一种简单易用、有效的单隐层前馈神经网络,该代码是用python实现的极限学习机,亲测有用-extreme learning machine realized by python,it works well
ELM
- 标准极限学习机,结合个人理解在原有版本上改进,使代码更容易理解。同时直接可以在内存中读数据,原有版本需要将数据存为文本读取.matlab版本-Standard extreme learning machine, combined with personal understanding improvement on the original version, make the code easier to understand Can d
kernel-ELM
- 核极限学习机,引入核函数解决ELM求解问题,一旦参数选定,结果就稳定下来,不再混入随机。在原来版本上加入自己理解改写,使得代码更容易理解。-Kernel extreme learning machine, kernel function is applied to deal with ELM to solve the problem, once the parameters selected, the result is stabili
SSELM-and-USELM
- 半监督核无监督极限学习机,用于半监督核无监督学习,比传统方法速度略快,且可以直接应用多分类问题-A semi-supervised nuclear unsupervised extreme learning machine, used for a semi-supervised kernel unsupervised learning, slightly faster than the traditional methods, and
ExtremeSVR
- 文献,极限学习机和SVR的结合,达到高于SVR的回归效果,且实现方便-The combination of extreme learning machine and SVR, achieve higher than that of SVR regression effect, and easy to implement
MNIST-OCR-ELM
- 多隐含层极限学习机,适合对大数据进行处理-Multiple hidden layer limit learning machine, suitable for large data processing
phd-elm
- 一篇博士论文-关于极限学习机及其在分类问题中的应用。极限学习机是近年来出现的一种批处理学习的神经网络,值得研究-a phd thesis on the applicaiton in classification problems of ELM, which is a newly developed learning machine
phd-elm2
- 一篇博士论文-关于极限学习机及其在系统辨识和建模方面中的应用。极限学习机是近年来出现的一种批处理学习的神经网络,值得研究-a phd thesis on the applicaiton in system identification of ELM, which is a newly developed learning machine
breast_figure
- breast数据集的极限学习机的分类算法,自己编写的,可以运行-Extreme Learning Machine classification algorithm breast datasets, write your own, you can run