深度学习cnn(minst数据集)

说明：  pythontoch人工智能编程入门教程书籍，python人工智能学习宝典(Pthontoch Introduction to Artificial Intelligence Programming Books, Pthontoch Artificial Intelligence Learning Treasure Book)

说明：  在具有至少十五个节点的网络中模拟洪泛路由。每个数据包应包含一个计数器（n = 10），该计数器在每一跳上递减。(Simulate flood routing in a network with at least fifteen nodes. Each packet should contain a counter (n=10) that is decremented on each hop. When the counter gets to zero, the packet is discarded. Time is discrete, and each link can handle only one packet per time interval (i.e. only one packet in total may traverse the link in either direction). Nodes should include a buffer to queue any additional packets. Present your results in terms of the number of duplicate packets produced, and the congestion at each node, and suggest a possible solution for reducing this problem.)

基于正态分布阈值的反转策略  对过去某个时间段的分钟数据进行正态统计，然后自己设定一个阈值进行反转交易。设置固定的止盈止损，或者当出现反向信号的时候平仓。回测的效果不错，一般用在外汇和衍生品交易

本源码是Pythonscript文件，利用Pythonwin打开运行即可，利用Python实现计算智能领域布尔兹曼网寻找能力最低点，可用于寻找最优解。

多智能体的一段代码，有关强化学习，机器学习，很实用的一段代码！(A code of multi-agent, about reinforcement learning, machine learning, a very practical piece of code!)

说明：  python 爬虫51job招聘岗位，可以爬取任意页数的招聘岗，并且生成可视化界面(Python crawler 51job recruitment position)

Mlr:多元线性回，Plsr: 偏最小二乘回归。两种回归分析方法分析数据相关程度。(linear-regression analysis)

说明：  图卷积神经网络实现代码， python实现了图卷积神经网络的功能。(the code for gcn use python the paper is COVARIANT COMPOSITIONAL NETWORKS FOR LEARNING GRAPHS)

opencv在python使用cascade进行多人脸识别的程序，简单方便。快速，占用少量内存。可复用

说明：  基于DOA的水声网络目标定位方法,首先利用MUSIC算法进行测向,再利用最小二乘法进行融合以定位。(DOA based underwater acoustic network target location method, first use music algorithm for direction finding, then use least square method for fusion to locate.)