资源列表
机器学习Python程序
- 覆盖了基本常用的机器学习算法。包括线性回归与分类算法；决策树；多种降维算法；优化算法；强化学习等多类算法的Python代码。(It covers the commonly used machine learning algorithms. Including linear regression and classification algorithm; decision tree; a variety of dimensionality reduction algorithm; optimiza
CNN
- 一种有效的特征提取算法，包含几类卷积神经网络算法代码与演示数据(An effective feature extraction algorithm includes several kinds of convolutional neural network algorithm codes and demonstration data.)
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.)
DBN
- 深度信念网络，神经网络的一种。既可以用于非监督学习，类似于一个自编码机；也可以用于监督学习，作为分类器来使用。(Deep belief network, a kind of neural network. It can be used for unsupervised learning, similar to a self-coding machine, or supervised learning, as a classifier.)
新建文件夹
- 通过该例子熟悉雷诺方程，仔细体会雷诺方程的求解过程，仅供参考(Through this example, familiar with the Reynolds equation, carefully understand the solution process of the Reynolds equation, for reference only.)
人脸识别
- 人脸特征提取matlab源码。适用于人脸识别的matlab实现。(Facial feature extraction matlab source code. It is suitable for matlab implementation of face recognition.)
matlab代码验证频移性质
- 编写程序验证傅里叶变换的频移性质：若
弹性
- 基于微分求积法分析转速，粘弹比，细长比等参数对固有频率的影响(The influence of rotational speed and other parameters on natural frequencies is analyzed.)
MATLABcode
- 采用bp对男女生样本数据中的身高，体重，喜欢数学，喜欢文学，喜欢运动，设计男女生分类器，并计算模型预测性能（包含SE,SP,ACC和AUC ）。(Using bp for height and weight in male and female sample data, like math, like literature, like sports, design boys and girls classifiers, and calculate model prediction perform
Hilbert-Vibration-Decomposing-(HVD)
- congr.m - Congruent envelope and instantaneous frequency coph.m - Congruent phase estimation diffir.m - Remez differentiator with filtering procedure(duffod.mat - Duffing equation forced excitation and vibration solution duffrd.mat - Duffing equ
SVR
- 单相PWM整流器，实现能量的双向流动，采用直接电流控制，母线电压稳定输出在400V。(Single-phase PWM rectifier, realizing bidirectional flow of energy, using direct current control, bus voltage stable output in 400V.)
uci-breast-cancer-master
- 机器学习中的随机森林算法，用于空气质量预测(Random forest algorithm in machine learning for air quality prediction)