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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
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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
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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
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