1.用模拟退火方法解决Python程序中的车辆容量问题

说明：  了解基本编程知识，熟悉编程算法，求无限循环小数的循环节。(Understand basic programming knowledge, familiar with programming algorithms, find infinite cycle decimal section.)

Pacman Question 练习用吃豆人题目(Pacman Question for practice)

说明：  对提供的图像进行裁剪，并对裁剪后的图片分类，主要是裁剪边框，提取某个区域的图片(Cut out the details of the pictures and classify the cut pictures.)

说明：  DBSCAN（Density-Based Spatial Clustering of Applications with Noise） 为一种基于密度的聚类算法，它不仅可以找出具有任何形状的簇，而且还可以用于检测离群值。其基本思想为数据点分布紧凑的应被划分为一类，而周围未分布有或仅有极少数点的数据点则有可能为离群值。通过python实现了该聚类方法的计算。(DBSCAN (density based spatial clustering of applications with noise) is a density based clustering algorithm. It can not only find clusters with any shape, but also detect outliers. The basic idea is that the data points with compact distribution should be divided into a class, while the data points with few or no distribution around may be outliers. This clustering method is implemented by python.)

说明：  这是强化学习关于动态规划的例子，我们需要让智能体自己找到最好的策略。环境是一个5*5的格子，只有走到正确的格子下才能够获得奖励。通过这个例子对动态规划能有一个很好的了解。(This is an example of reinforcement learning about dynamic programming. We need to let agents find the best strategy for themselves. The environment is a 5*5 grid. Only when you get to the right grid can you get a reward. Through this example, we can have a good understanding of dynamic programming.)

说明：  实现搜索功能 在百度百科中自由发挥 是随意搜索 不对的另找(Implementing Search Function)

讲故事小程序，自定义人物事件，GUI功能展示。(Storytelling applet, custom characters and events, GUI functions show.)

说明：  非常好的蒙特卡洛树搜索写的五子棋示例，核心代码都有中文说明(An Example of Gobang Written by Monte Carlo Tree Search)

深度学习是当前十分热门的学习方法，预测在各个领域都有至关重要的作用，附件为从开源gibhut网站上下载的基于LSTM模型的股价预测源代码，可供参考，获取更多相关资源请查询gibhut

网格搜索法寻找最优的惩罚因子，SVM,经测试可以用(SVM find C gamma)