HotelBookingDemandPrediction-Hackathon

This repo is a copy of the repo I made for an interview round for a company hiring process.
Files related to the company have been removed for privacy reasons

What server is used here?

I went with "streamlit" instead of the normal "flask" server hosting method or the "Gunicorn" serving hosting method for my solution as I had only 5 days for this to be completed.

I went with sqllite for it's ease of use and implementation as it had more than the needed querying capabilities.

The following command will run a server and open the webpage that is hosted on that server. Change port number according to your congiguration.
Run this command : "streamlit run webpage.py --server.port 8080"

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.gitattributes		.gitattributes
Final_Submission_Notebook.ipynb		Final_Submission_Notebook.ipynb
Hotel Booking Demand Prediction.pdf		Hotel Booking Demand Prediction.pdf
Hotel_Booking_Demand_Prediction_Databse_setup.ipynb		Hotel_Booking_Demand_Prediction_Databse_setup.ipynb
README.md		README.md
database.db		database.db
optimized_random_forest_model.sav		optimized_random_forest_model.sav
requirements.txt		requirements.txt
submission.csv		submission.csv
test.csv		test.csv
train.csv		train.csv
webpage.py		webpage.py