人脸识别

说明：  该代码文件全称为卷积神经网络，这是深度学习神经网络里面处理图片比较好的网络。(The code file is called convolutional neural network, which is a better network for processing pictures in deep learning neural network.)

利用GAN网络进行手写数字识别，经过测试，可以达到很高的分类效果。很适合GAN网络初学者。(This is code for GAN.)

Pytho实现语言bp神经网络，内含数据集，适合初学者。(Pytho implementation language bp neural network, containing data sets for beginners.)

利用numpy库实现激光器领域的时域行波模型。该模型输出激光器信号，频谱等。(The time-domain traveling wave model in laser field is realized by using numpy library. The model outputs laser signals, spectrum and so on.)

说明：  迭代算法的收敛率p是等于矩阵导数的最大特征根,Jacobi矩阵表示的是信息缺失的比例,所以p是一个可以有效的表示缺失信息的一个比例的标量,缺失信息的比例其实就是单位矩阵I 减去已经观测到的信息占完全信息的比例(The convergence rate P of the iterative algorithm is equal to the maximum characteristic root of the matrix derivative. Jacobi matrix represents the proportion of missing information, so P is a scalar that can effectively represent a proportion of missing information. The proportion of missing information is actually the proportion of the unit matrix I minus the observed information to the complete information.)

说明：  基于深度强化学习的编队控制使用MADDPG算法(Formation control based on deep reinforcement learning)

python机器学习中文情感分析代码（语料库 特征库 停用词 源码），基于酒店评论语料库机器学习

将一个EXCEL工作表，拆分为多个工作簿(Separate an EXCEL worksheet into multiple workbooks)

循环神经网络工程实例，包括下载用于训练和测试的标签数据、网络模型和标签分类。(Examples of RNN engineering include downloading label data, network model and label classification for training and testing.)

说明：  使用双向LSTM神经网络预测时间序列，70%的训练集(Bidirectional LSTM neural networks are used to predict time series)