python剪切多个图像

说明：  对有雨的单幅图像进行去雨操作，包括训练、测试、数据集处理(Remove the rain from the image with rain)

说明：  使用蛙跳算法来解决一个工厂流程问题的事例(Frog hopping algorithm solves factory process problems)

python数据处理，利用pandas进行数据分析的教程(python data analysis)

本程序用于实现模拟退火算法计算最短路径问题,读取txt数据,最后计算出任意两点之间的距离(This program is used to realize simulated annealing algorithm to calculate the shortest path problem, read TXT data, and finally calculate the distance between any two points.)

什么是
变分自动编码器? 为了理解VAE，我们首先从最简单的网络说起，然后再一步一步添加额外的部分。一个描述神经网络的常见方法是近似一些我们想建模的函数。然而神经网络也可以被看做是携带信息的数据结构。假如我们有一个带有解卷积层的网络，我们设置输入为值全为1的向量，输出为一张图像。然后，我们可以训练这个网络去减小重构图像和原始图像的平均平方误差。那么训练完后，这个图像的信息就被保留在了网络的参数中。(What is a variational automatic encoder? To understand VAE, we start with the simplest network, and then add additional parts step by step. A common way to describe neural networks is to approximate some of the functions we want to model. However, neural networks can also be regarded as data structures carrying information. If we have a network with deconvolution layer, we set the input to a vector with all values of 1 and output to an image. Then, we can train the network to reduce the average square error between the reconstructed image and the original image. After training, the information of the image is retained in the parameters of the network.vae)

美国本科python课堂实用初级入门教学实例(Python introduction teaching example)

python 神经网络编程，附中英文版本，无付费密码，放心下载(Make Your Own Neural Network)

本代码采用python语言编写的的一个LSTM时间序列来预测销量(This code uses a LSTM time series written in Python language to predict sales)

路径查找 Dijsktra 路径查找 Dijsktra 路径查找 Dijsktra 路径查找 Dijsktra 路径查找 Dijsktra

说明：  VAE程序复现，速度快，清晰准确，mnist手写数据集和(VAE program replay, fast, clear and accurate, mnist handwritten data set and)