资源列表
wine
- 红酒数据集，包括了178种红酒种类，以及各类红酒参数(wine data set, including 178 kinds of red wine, as well as various types of red wine parameters)
tvnpv
- 用于特征降维，特征融合，相关分析等,包括AHP，因子分析，回归分析，聚类分析，粒子图像分割及匹配均为自行编制的子例程。( For feature reduction, feature fusion, correlation analysis, Including AHP, factor analysis, regression analysis, cluster analysis, Particle image segmentation and matching subroutines them
RNN语音识别
- 基于深度学习平台tensorflow，利用RNN网络进行语音识别实例代码，希望对大家有帮助(Based on the deep learning platform tensorflow, the RNN network is used to carry out the speech recognition instance code, hoping to be helpful to everyone)
模拟退火算法
- 使用模拟退火算法对Bp神经网络进行改进，效果比较明显(Using simulated annealing algorithm to improve the Bp neural network, the effect is obvious.)
迁移学习对花进行分类
- 迁移学习简单算法，涉及到迁移学习的一些简单原理，学习参考使用(transfer_learning.py)
CAE
- 卷积自编码器，深度学习中的CAE，类似CNN，是深度学习的基本框架之一(Convolution self encoder, CAE in depth learning, similar to CNN, is one of the basic frameworks for deep learning.)
matlab Q学习仿真
- 基于Q学习算法，寻找最优路径，是强化学习中的一种，很实用，代码很详细，有备注(Searching for the optimal path based on Q algorithm is a kind of reinforcement learning. It is very practical, the code is very detailed, with notes.)
MPGA
- 多种群遗传算法; matlab程序(Multiple Populations GA)
雷达辐射源在线分选程序
- 基于核聚类的雷达信号在线分选程序，比较经典(On-line Radar Signal Sorting Procedure Based on Kernel Clustering)
321
- 多智能体一致性编队，有限时间，扰动观测器(Multi-agent formation)
房价预测
- kaggle项目，排名还挺靠前，需要和kaggle数据一起使用，需到kaggle网站下载。(The kaggle project, ranked high, needs to be used with kaggle data and downloaded from the kaggle website.)
脑电数据PCA处理及SVM分类
- 脑电eeg数据预处理，用于脑电信号的MATLAB处理程序，输入处理数据，进行matlab运算，PCA处理及SVM分类。(PCA Processing and SVM Classification of EEG Data)