GitHub - MOUHASSINE-badreddine/Predicting_rental_price_Morocco: Creation of regression model from an extracted (web scrapping with BeautifulSoup) dataset from Moroccan announcements website (mubawab.ma) by trying linear algorithms ( Ordinary Least Squares and Lasso algorithms) , Tree-based algorithms and Ensemble algorithms (Random Forest Regressor and Gradient Boosting regressor) and using grid search to optimize Gradient Boosting regressor hyperparameters.

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Creation of regression model from an extracted (web scrapping with BeautifulSoup) dataset from Moroccan announcements website (mubawab.ma) by trying linear algorithms ( Ordinary Least Squares and Lasso algorithms) , Tree-based algorithms and Ensemble algorithms (Random Forest Regressor and Gradient Boosting regressor) and using grid search to op…

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Clean_location_data.csv		Clean_location_data.csv
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Location_Data.csv		Location_Data.csv
Predicting apartment rental price in Morocco.ipynb		Predicting apartment rental price in Morocco.ipynb

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MIT License

Copyright (c) 2021 Badreddine MOUHASSINE

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