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### 1,股票系统设计 | ||
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股票数据抓取框架使用TuShare。 | ||
http://tushare.org/ | ||
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数据分析清洗使用pandas,numpy。 | ||
http://pandas.pydata.org/ | ||
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数据存储到磁盘上,不使用数据库。存储PyTabe,hdf5格式。 | ||
http://www.pytables.org/ | ||
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web框架使用tornado | ||
http://www.tornadoweb.org/en/stable/ | ||
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机器学习,当然使用最流行TensorFlow啦。 | ||
https://www.tensorflow.org/ | ||
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数据展示使用 echarts | ||
http://echarts.baidu.com/ | ||
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### 2,架构设计 | ||
全系使用python实现。因为都是python的类库,互相之间调用方便。 | ||
从数据抓取,数据处理,到数据展示数据运算都是python实现。 | ||
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最终的数据都到前端展示出来。主要分为4个文件夹。 | ||
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> jobs 抓取数据并存储实现类。 | ||
> libs 通用工具类。 | ||
> web 前端展示框架。 | ||
> tf 机器学习文件夹,推测数据。 |