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stock_prediction's Introduction

stock_prediction

基于LSTM的股票价格预测

目录说明

stock_prediction为项目根目录,项目使用django框架做了web界面,code.py是配置文件,有效代码在stock_prediction/django/myblog/blog中,其中模块tendency_judge用来对股票相关新闻进行分类

实现原理

使用LSTM和BP神经网络进行股票价格的回归,时间窗口设置为120,根据前120天的数据,预测一个交易日的股票价格,根据股票相关新闻的分类结果对模型预测价格进行奖惩,得出最终的股票预测价格。

启动方式

cd到目录stock_prediction/django/myblog/下执行 python manage.py runserver ,复制页面的url至浏览器即可访问系统主页

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