资源列表
k_means
- 主成分分析（Principal Component Analysis，PCA）， 是一种统计方法。通过正交变换将一组可能存在相关性的变量转换为一组线性不相关的变量，转换后的这组变量叫主成分。(It is a statistical method. Through orthogonal transformation, a set of variables that can be correlated can be transformed into a group of linearly irrel
神经网络与机器学习（原书第3版）
- 神经网络机器学习书籍，可以很好的掌握各种神经网络算法(Neural network machine learning books.Can well master various neural network algorithms.)
tree
- 分类决策树的核心思想就是在一个数据集中找到一个最优特征，然后从这个特征的选值中找一个最优候选值，根据这个最优候选值将数据集分为两个子数据集，然后递归上述操作，直到满足指定条件为止。附代码(The core idea of a classified decision tree is to find an optimal feature in a data set, and then find an optimal candidate value from the selected value of
py_ex
- 利用朴素贝叶斯理论，将垃圾邮件的做分类，使用python代码，内涵邮件数据(Naive Bayes theory is used to classify spam, using Python code, and content mail data.)
BPNet
- 关于神经网络的Python算法，，可以用作分类预测等等问题(An algorithm for neural networks, which is used in classifier by python)
dynamic
- 将视频转换成dynamic image 做视频分析，内含示例(to get dynamic image from videos, contain gray and RGB two approachs)
数据 结构实验
- 数学结构的一些算法实现，使用的是C语言进行实现(Some algorithm implementation of mathematical structure)
ctc_simulink
- 在matlab里simulink中实现计算力矩控制的简单仿真(A simple simulation of computing torque control in Simulink is implemented in MATLAB.)
柯西分布
- 柯西分布函数的源码，用来测试颗粒物浓度时亲测可用，值得下载(The source of Cauchy distribution function can be used to test particulate matter concentration, and it can be downloaded.)
对数正态分布
- 对数正态分布函数的源码，用来测试颗粒物浓度时亲测可用，值得下载(The source of lognormal distribution function is used to test particulate matter concentration, and pro test is available, which is worth downloading.)
R-R分布
- R-R分布函数的源码，用来测试颗粒物浓度时亲测可用，值得下载(The source of R-R distribution function is used to test particulate matter concentration, so it can be downloaded, and is worth downloading.)
psoeld
- 粒子群算法的一个实例，界面很有特点，有极大的参考价值(An example of particle swarm algorithm, the interface is very characteristic, and has great reference value.)