Airplane Passenger Prediction

[manishh12]

Pull Request for DL-Simplified 💡

Issue Title : Airplane Passenger Prediction

• Info about the related issue (Aim of the project) : The main goal of this project is to forecast future air passenger numbers using various time series forecasting techniques. The purpose is to compare the effectiveness of different models and determine the best one for accurate predictions.
• Name: Manish Kumar Gupta
• GitHub ID: manishh12
• Email ID: mainshdid360@gmail.com
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) GSSOC'24 Contributor

Closes: #712

Describe the add-ons or changes you've made 📃

This project involves time series analysis and forecasting on the AirPassengers dataset. We aim to explore the data, preprocess it for stationarity, apply various forecasting models, and compare their performance to determine the most accurate one.

Type of change ☑️

What sort of change have you made:

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Code style update (formatting, local variables)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] This change requires a documentation update

Checklist: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [x] I have commented my code, particularly wherever it was hard to understand.
• [x] I have made corresponding changes to the documentation.
• [x] My changes generate no new warnings.
• [x] I have added things that prove my fix is effective or that my feature works.
• [ ] Any dependent changes have been merged and published in downstream modules.

[github-actions[bot]]

Our team will soon review your PR. Thanks @manishh12 :)

[manishh12]

@abhisheks008 Kindly review this PR and update the level according to it.