Weather Prediction

[manishh12]

Pull Request for DL-Simplified 💡

Issue Title :

• Info about the related issue (Aim of the project) : The main goal of this project is to determine if a set of weather measurements results in suitable conditions for an outdoor BBQ in a specific European city based on user input choice.
• Name: Manish Kumar Gupta
• GitHub ID: manishh12
• Email ID: manishdid360@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: #602

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

The project focuses on predicting whether weather conditions are suitable for an outdoor BBQ in various European cities. It involves analyzing historical weather data, including parameters such as wind speed, cloud cover, humidity, pressure, precipitation, sunshine, and temperatures. Then i build and compare deep learning models (ANN, CNN, and ConvLSTM) to accurately classify BBQ-friendly weather conditions. The project encompasses data preprocessing, exploratory data analysis, model development, training, evaluation, and visualization of results.`

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 :)