资源列表
pca
- 主成分分析，降维等处理，能够较好的分析出主要成分，并对其进行降维以便于其他的运算(Principal component analysis, dimension reduction and other treatment, can better analyze the main components, and its dimensionality to facilitate other operations)
char_rnn
- 手写实现rnn具体算法，你可以通过改程序了解rnn具体实现原理(Handwritten realization of RNN specific algorithm, you can change the program to understand the specific implementation principle of RNN)
CNN_impl
- cnn算法的手写实现，教你如何一步一步实现cnn算法，理解cnn原理(CNN algorithm handwritten realization, teach you how to step by step to achieve the CNN algorithm, understand the CNN principle)
kaggleDemo
- 一个kaggle竞赛的案例，文件为ipython，可以自己实验运行(A kaggle competition case, the document is IPython, you can experiment running)
recommend
- 一个关于自己实现推荐系统的案例，搞清楚推荐系统的实现过程(A recommendation on the implementation of their own system, clear the recommendation system to achieve the process)
text classfication
- 朴素贝叶斯文本分类的简单案例，了解朴素贝叶斯的算法实现过程(Naive Bayes text classification of simple cases, to understand the naive Bayes algorithm implementation process)
Matlab GUI指导
- 文章介绍了MATLAB GUI编程的基本知识，属于入门级别(This article introduces the basic knowledge of MATLAB GUI programming, which belongs to the entry-level level)
非线性吸振器欧拉梁振动抑制
- 利用模态叠加法计算得到安装非线性能量阱前后欧拉梁的振动响应(vibration responses of the euler beam with a nonlinear energy sink is solved by using modal method)
normal_distributions_transform
- 此代码采用正态分布变换算法NDT进行点云配准(This code uses the normal distribution transform algorithm NDT for point cloud registration)
ksvdsbox11-min
- KSVD 算法 K-SVD通过构建字典来对数据进行稀疏表示，经常用于图像压缩、编码、分类等应用(KSVD algorithm K-SVD sparse data is represented by building dictionaries, often used for image compression, coding, classification, and other applications)
10242419TSP遗传算法程序
- 是tsp遗传算法，详细的描述其进行的过程，可以使人很容易理解。(TSP genetic algorithm, a detailed descr iption of its process, can make it easy to understand.)
神经网络
- 神经网络，用来预测课程的销量。。。。。。(Neural network, used to predict the sales of the course.)