资源列表
BPNeuralNetwork
- 用bp算法实现模式识别，模式识别课程小作业(Pattern recognition based on BP algorithm)
神经网络与模式识别_丁铖_2017140818
- bp神经网络，用于风力发电机的故障分类，可用于二分类和多分类，已经线性回归和非线性回归(Bp neural network for fault classification of wind turbines, can be used for two-class and multi-classification, has linear regression and nonlinear regression)
神经网络编程_源代码
- 建立神经网络，运用神经算法求值逼近所求结果。(The neural network is established and the result is approximated by the neural algorithm.)
tf_stock_1
- 利用lstm预测股票接下来100个时刻的股价，并作图(Using LSTM to Predict Stock Price)
交叉验证及svr
- 交叉验证及带例子的支持向量机回归代码，修改可用。(Cross validation and support vector machine regression code with examples can be modified.)
KDD99-SVM
- 根据SVM，基于向量机算法的入侵检测系统，依托的是KDD99数据集(According to SVM, the intrusion detection system based on vector machine algorithm relies on KD99 data set.)
wind power forecasting based on EWT-KELM
- 针对短期风电功率预测，提出一种基于经验小波变换预处理的核极限学习机组合预测方法。首先采用 EWT 对风电场实测风速数据进行自适应分解并提取具有傅立叶紧支撑的模态信号分量，针对每个分量分别构建 KELM 预测模型，最后对各个预测模型的输出进行叠加得到风速预测值并根据风电场风功特性曲线可得对应风电功率预测值。(Aiming at short-term wind power prediction, a kernel-based learning machine combination predicti
CNN
- 该代码文件全称为卷积神经网络，这是深度学习神经网络里面处理图片比较好的网络。(The code file is called convolutional neural network, which is a better network for processing pictures in deep learning neural network.)
线性多智能体系统的事件驱动一致性控制_李思远
- 多智能体文章是有关事件触发的可以看看。。。。。。。。。。。。。。。。。。(Multi-agent Articles)
径向基神经网络作预测
- 介绍RBF神经网络，利用数据来进行预测，含有详细的matlab代码(Introduce RBF neural network and use data to forecast)
MATLAB神经网络43个案例分析
- MATLAB神经网络43个案例分析 电子书籍(MATLAB neural network case analysis of 43 electronic books)
伯克利大学机器学习(Practical Machine Learning)
- 伯克利大学机器学习相关资料，教程，论文，等(Berkeley University Machine Learning related Materials, courses, papers, etc.)