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4efd823 · Aug 9, 2023

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This branch is up to date with avinashkranjan/Amazing-Python-Scripts:main.

Air Quality Index Prediction

Description Using Models like Random Forest Regression, Air quality index is predicted based on attributes if the dataset.The model is deployed using streamlit for user interaction

Steps:

  1. cd Air Quality Index Prediction
  2. streamlit run app.py

Requirements(Ignore if installed):

1.pip install pandas numpy streamlit scikit-learn

Frontend:(Flask API)

Screenshot 2023-08-01 142715

Screenshot 2023-08-01 142728 89-ed4dc6e3c603)

SideBar to display Label Encoder Mappings for the categorical column CITY

Screenshot 2023-08-01 142413

Backend(Random Forest Regression):

Screenshot 2023-08-01 143044