▍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)
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)
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)
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)
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.)
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.)
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.)
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)
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)
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.)
Python Tensorflow机器学习实战中文版(Python Tensorflow introduction to practical coding)
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)
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)
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))
此为众多Python小案例,可以做学习用。(This is a small case of Python.)
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)
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)
自信车轮压力分析 python 源代码 有限元分析(Wheel of bike ,python Finite Element code)
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)