ghousiya47 commented 4 months ago

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:

[x] Bug fix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[x] 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: ☑️

[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.
[x] Any dependent changes have been merged and published in downstream modules.

github-actions[bot] commented 4 months ago

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