MSRCR

说明：  利用python语言，通过遗传算法对微电网进行优化调度(Genetic algorithm is used to optimize the dispatching of microgrid)

机器学习实战（高清 中文版） 作者： Peter 本书通过精心排的实例切入日常工作任务摒弃学术化语言利用高效可复用的Python 代码阐释如何处理统计数据进行数据分析及可视化。读者可从中学到一些核心的机器学习算法并将其运用于某些策略性任务中如分类、预测及推荐等。本书适合机器学习相关研究人员及互联网从业人员学习参考。(Machine learning combat (HD Chinese version) Author: Peter This book cuts into everyday tasks through elaborate examples. Abandoning academic language uses efficient and reusable Python code to illustrate how to process statistics for data analysis and visualization. Readers can learn some core machine learning algorithms and apply them to certain strategic tasks such as classification, prediction, and recommendation. This book is suitable for machine learning related researchers and Internet practitioners to learn reference.)

逻辑回归

使用深度学习算法ANN对风速数据进行预测，最后的预测效果很好(Using ANN algorithm to predict wind speed)

说明：  K-mean算法实现客户分类。 K-Means算法思想：（1）事先确定常数K，常数K意味着最终的聚类类别数，（2）首先随机选定初始点为质心，并通过计算每一个样本与质心之间的相似度(这里为欧式距离)，（3）将样本点归到最相似的类中，（4）接着，重新计算每个类的质心(即为类中心)，重复这样的过程，直到质心不再改变，最终就确定了每个样本所属的类别以及每个类的质心。(Implementing Customer Classification by K-means Algorithms)

实现卷积神经网络与支持向量机的联合调试使用(Joint debugging and implementation of convolutional neural network and support vector machine)

说明：  支持向量机SVM在回归方面的用法SVR，其中包括例子(Support vector machine SVM in the use of regression SVR, including examples)

百度爬虫，爬取贴吧指定页面的内容，然后进行爬取(Baidu crawler, crawl the content of the specified page of the post bar, and then crawl.)

基于开源框架scrapy-redis开发的分布式网络爬虫，编程语言为python,数据库为mongodb,采用抓取新浪微博平台的进行测试。

说明：  The siprtmp module implements a SIP-RTMP gateway. Please see the google code project for details on demo instructions and support information. The project description is contained in siprtmp.py file itself. The command line of siprtmp is same as rtmp, hence just replce rtmp by siprtmp in the following example to start the gateway.