▍1. python convex optimization
采用凸优化的理论解决优化问题，使用python语言，采用pip安装即可(The convex optimization theory is used to solve the optimization problem. Python language is used and pip is installed)
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▍2. python机器学习预测分析核心算法
python机器学习预测分析核心算法的例程(Python machine learning prediction and analysis of core algorithm routines)
▍3. 0带约束的差分进化算法1
基于Python编写的差分进化原理的带边界条件约束算法(A band constraint algorithm based on differential evolution algorithm)
▍4. 一种基于密度峰值的半监督聚类算法
在第一个图像中的每个描述符，选择它的匹配到第二个图像。(For efficiency in MATLAB, calculating dot multiplication between unit vectors is faster than Euclidean distance. Please note that: The ratio of attention to angle (the cosine of dot product of unit vector) is the approximate value of the ratio of Euclidean distance of small angle.)
▍5. feature standar nb
利用Python实现特征的MinMax标准化和Z-Score标准化两种特征归一化方法。并用原特征、两种归一化特征分别进行朴素贝叶斯模型训练，比较模型性能。(Two normalization methods of MinMax normalization and Z-Score standardization are implemented by Python. The naive Bayes model is trained with the original features and two normalization features respectively to compare the performance of the model.)
▍7. PLSPCAT2andspe
故障检测，分别是pls和pca，计算spe和t2控制量。(Fault detection is pls and PCA, respectively, to calculate SPE and T2 control.)
▍8. pyVMD_any
变分模态分解的python版本，个人根据MATLAB版本译制而成(Python version of variational mode decomposition)
▍9. python神经网络求解农产品需求预测
使用BP神经网络预测农产品的需求，论文在知网上应该就一篇。(Using neural network to predict the demand of agricultural products)
▍10. cnn regression
通过卷积神经网络回归进行的图像配准，相比传统的图像配准算法，能更快地获得配准参数，也能更好地减小配准误差(Image registration based on convolution neural network regression can get registration parameters faster and reduce registration error better than traditional image registration algorithm.)
▍11. Tensorflow
Python Tensorflow机器学习实战中文版(Python Tensorflow introduction to practical coding)
▍12. FEA of plate
该程序计算薄板振动固有频率，模态，以及受迫振动时域响应(The program calculates the natural frequencies, modes, and time-domain responses of the forced vibration of the thin plate)
▍13. LSTM_learn-master
采用LSTM算法用python语言实现的信号时间序列预测，可预测信号的占用度(The LSTM algorithm is used to predict the signal time series in python language)
▍14. elwave-master
弹性波数值模拟，可以修改模型，可以做波场模拟，做面波的地震记录((Numerical simulation of seismic surface waves, you can modify the model, you can do the wave field snapshots do surface wave seismograms))
▍15. python 程序
此为众多Python小案例，可以做学习用。(This is a small case of Python.)
▍16. ABAQUS计算多相材料的前处理器 voronoi
有关ABAQUS计算多相材料的前处理器，包括网格划分及区域划分(ABAQUS calculation of multiphase material about previous processors, including mesh and zoning)
▍17. SQUARESQUEEZE
使用Fortran编程，有限差分法计算雷诺方程(Reynolds equation calculated using Fortran programming, finite difference method)
▍19. bike-wheel-calc-master
自信车轮压力分析 python 源代码 有限元分析(Wheel of bike ，python Finite Element code)
▍20. numpy-dev
这是python一个数学计算库，非常有用，而且python在处理科学计算时经常会用到它(This is a mathematical calculation python library is very useful, but when dealing with scientific computing python often use it)
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