Weather analysis #571

[ghousiya47]

Pull Request for ML-Crate 💡

Issue Title: Weather analysis #571

• Info about the related issue (Aim of the project) : To Analyze the various weather conditions from year 2009 to year 2020, to predict average rainfall per month for given weather conditions.
• Name: GHOUSIYA BEGUM
• GitHub ID: ghousiya47
• Idenitfy yourself: Student, Mentee at JWOC'24

Closes: #571 number that will be closed through this PR

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

Give a clear description of what have you added or modifications made

Type of change ☑️

What sort of change have you made:

• Bug fix (non-breaking change which fixes an issue)
• 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

How Has This Been Tested? ⚙️

Firstly I have done EDA to visualize, analyze relation between various feature like temperature, pressure against our target variable. Then I have used different Regression Algorithms, to analyze the algorithm which fits better, that is good R-square value.

Checklist: ☑️

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• 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]

Our team will soon review your PR. Thanks @ghousiya47 :)

[ghousiya47]

@abhisheks008 Sir I have created a PR for issue #571 please review it.
email id: itzzghousiya04@gmail.com

[abhisheks008]

Approved under JWOC 2024 @ghousiya47