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