搜索资源列表
Extreme-Learning-Machine
- 极限学习机的回归拟合及分类，介绍一个针对SLFN的新算法——极限学习机（Extreme Learning Machine，ELM），该算法随机产生输入层与隐含层间的连接权值及隐含层神经元的阈值，且在训练过程中无需调整，只需要设置隐含层神经元的个数，便可以获得唯一的最优解。与传统的训练方法相比，该方法具有学习速度快、泛化性能好等优点。-Extreme Learning Machine regression and classification, introduce a new algorithm
fast_fpga_code
- ELM算法实现分类，利用VHDL语言在FPGA开发板上实现。-Clasifaication based on Extreme Learing Machine
ELMexam
- 使用极限学习机ELM算法进行遥感图像分类的源代码，很好的例子-Use extreme learning machine ELM remote sensing image classification algorithm source code, a good example
oo-ELM
- 优化的基线学习机，收敛速度快，可用于分类和拟合-The baseline learning machine optimization, fast convergence speed, and can be used for classification and curve fitting
elm
- elm用于分类，参数包括程序运行次数，训练测试数据集，隐含层神经元个数，激活函数类型-elm for classify
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
ELM
- 极端学习机分类、预测matlab函数，亲测可用，里面还有测试数据-ELM classification and regression source code, enabling prediction function
ELM
- 基于机器学习方法的脑电信号自动分类研究 基于机器学习方法的脑电信号自动分类研究-Automatic classification based on machine learning method of eeg signals
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
diabetes_figure
- diabetes数据的ELM分类，数据集已经归一化-ELM diabetes data classification, data collection has been normalized
german_figure
- german数据集的ELM分类算法，亲测可以运行-ELM classification algorithm german dataset, pro-test you can run
elm
- ELM对iris数据的分类，以及预测和训练。-ELM for iris data classification, and prediction and training.
Online_ExtremeLearningMachine(ELm)
- 一般的ELM只能进行离线的训练和学习。这里有一个官网给的，在线ELM，能在线学习。能学习实时的数据，从而模型有鲁棒性能。适合做分类识别-ELM can only be used for offline training and learning. Here is an official website to the online ELM, can learn online. Can learn real-time data, so the model has a robust performan
elm_kernel
- ELM（极限学习分类器）分类器是一个很好用的分类器，(ELM classifier(extreme learning machine classifier) is a good used classifier.)
elm_train_predict
- 基础分类和回归实验，点击解压，输入训练和测试数据(Basic classification and prediction experiment)
samples
- 这个是基于最初始的极限学习机的例子，分别用于回归和分类(This is an example based on the initial limit learning machine, which is used for regression and classification, respectively)
elmshixian(jiazhushi )
- 利用elm算法进行多分类或者回归，实现训练集和数据集的处理和分类(Using the elm algorithm for multiple classification or regression,realize the processing and classification of training set and data set)
ELM
- 一种神经网络算法：极限学习机（ELM)，包括分类和回归，仿真验证无误，适合初学者练习(A data mining algorithm: limit learning machine (ELM), including classification and regression, simulation verification is unmistakable, suitable for beginners to practice)
ELM_linbo.jin
- 极限学习机的代码，机器学习，可以用于分类等.(Extreme learning machine used in classification)
ELM
- 极限学习机代码，MATLAB的，可以做分类或者预测，希望可以帮助到大家