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  1. G7_capchta_CNN G7_capchta_CNN Public

    利用卷积神经网络(CNN)解决图片验证码登录问题。从验证码下载、标注、图片简单处理、神经网络构建到自动化批量标注、人工校验、模型迭代,准确率96%。最后模型应用于自动登录网站爬取数据

    Python 6 5

  2. customerlosing_prediction customerlosing_prediction Public

    运用神经网络预测客户流失。包括特征构建及筛选、模型构建及调优、客户分层预测

    Python 7 2

  3. api_collection api_collection Public

    收集的各类数据接口,包括股票数据(新浪API、Tushare)、新闻数据(新浪、头条)、购物(京东)、地图(高德、百度)、Hadoop操作方式等

    JavaScript 11 6

  4. general_crawler general_crawler Public

    运用Selenium模拟人工操作网页,获取认证信息、爬取网络数据

    Python