https://github.com/shreshthvashisht/wellwaterquality

A classification and regression deep learning model which calculates the Water Quality Index and also classifies the well's water based on its quality
https://github.com/shreshthvashisht/wellwaterquality

deep-learning pytorch

Last synced: 10 days ago
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A classification and regression deep learning model which calculates the Water Quality Index and also classifies the well's water based on its quality

• Host: GitHub
• URL: https://github.com/shreshthvashisht/wellwaterquality
• Owner: shreshthvashisht
• Created: 2024-12-29T16:33:14.000Z (10 days ago)
• Default Branch: main
• Last Pushed: 2024-12-29T17:26:23.000Z (10 days ago)
• Last Synced: 2024-12-29T17:29:58.200Z (10 days ago)
• Topics: deep-learning, pytorch
• Language: Jupyter Notebook
• Homepage: https://www.kaggle.com/code/shreshthvashisht/waterquality
• Size: 0 Bytes
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
The dataset contains physical and chemical properties from water of a well

I have used PyTorch to create two deep learning models, a classifier and a regressor. The classifier takes in these values and gives the water quality label and regressor calculates the water quality index