https://github.com/dlt3/water-quality-analysis-with-xai

Water quality analysis and interpretation using explainable artificial intelligence
https://github.com/dlt3/water-quality-analysis-with-xai

explainable-artificial-intelligence machine-learning pdp shapley-value

Last synced: about 2 months ago
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Water quality analysis and interpretation using explainable artificial intelligence

• Host: GitHub
• URL: https://github.com/dlt3/water-quality-analysis-with-xai
• Owner: dlt3
• Created: 2022-09-20T11:34:47.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-21T01:05:20.000Z (over 1 year ago)
• Last Synced: 2025-01-30T03:44:08.087Z (4 months ago)
• Topics: explainable-artificial-intelligence, machine-learning, pdp, shapley-value
• Language: Jupyter Notebook
• Homepage:
• Size: 1.74 MB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Water-Quality-analysis-with-XAI

### (2022, Science of The Total Environment) Interpretation of ensemble learning to predict water quality using explainable artificial intelligence

Water quality analysis and interpretation using explainable artificial intelligence in python

### Reference

- https://doi.org/10.1016/j.scitotenv.2022.155070