can-cc / stockpredict

Stock Forecasting System

#Stock trend prediction system 这是一个股票趋势预测系统，前后端分离架构。

• 前端单页面响应式设计，用的Angular
• 后端使用Django + Django ReST Framework 提供Api供前端调用
• 后端R语言实现预测算法,通过Python调用。使用ANN，SVM等机器学习算法，随机森林选择参数，时间序列预测

#Introduction

########(The front is very simple)

• Provide hot stocks
• Predict stock trends(Support high concurrency, Asynchronous execution， Not repeat the calculation using redis cache）
• Perform a task when the market closed calculate the predicted results
• CORS support
• User System(Follow stock, Registration and login)

#Requirement

• Redis
• Django, Django ReST Framework
• djcelery
• corsheaders (Provided CORS)
• MySQL
• Nginx(Non-essential）
• npm, bower

#How to Start

• cd FRONT && bower install && npm install
• cd BACK && (With virtualenv and pip install requirement.txt)

#Demo

• you can see the DemoPic directory

#Todo

• Security