/WQMFS

Water Quality Management and Forecasting System(水质管理与预测系统)

Primary LanguageVue

Water Quality Management & Forecasting System

Summary

This is a full stack web application which uses machine learning algorithms to predict future water quality.

It has following features:

  • User could perform CRUD operations on history water quality data
  • User could generate interactive line charts in real time to present water quality trend
  • User could train and save multiple machine learning models including LSTM, BP, SVR, Adaboost.
  • User could use trained model to predict future water quality

Technical Stack

  • Front end - Vue.js, iview, Echarts
  • Back end - SpringBoot, Spring Security, Spring Data JPA
  • Machine Learning Module - Django, Keras

Demo

Video demo