搜索资源列表
SS-US-ELM
- 最新极限学习机程序,绝对可以使用，请大家下线载-G. Huang, S. Song, J. N. D. Gupta, and C. Wu, “Semi-supervised and Unsupervised Extreme Learning Machines,” (in press) IEEE Transactions on Cybernetics, 2014.
EXAMP2
- 智能算法，极限学习机的实际应用程序，可以直接运行，直接输入参数即可-Intelligent optimization algorithms, it is very easy to use, without many changes, can be used directly
SaDE-ELM
- 基于差分进化的极限学习机 基于差分进化的极限学习机-Based on Differential Evolution Extreme Learning Machine
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://www.ntu.edu.sg/home/egbhuang/
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
- 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 directly read data in the memor
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 stabilized, not randomly in the origi
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 can direct application classif
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