Movie Recommendation System

[Srijansarkar17]

Pull Request for ML-Crate 💡

Issue Title: <!-- Movie Recommendation System--!>

• Info about the related issue (Aim of the project) :
• Name:
• GitHub ID:
• Idenitfy yourself:

Closes: #606

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

I have used a cosine similarity algorithm to create this model I have used NLTK library for text pre-processing

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)
• [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

How Has This Been Tested? ⚙️

Describe how it has been tested Describe how have you verified the changes made

I have tested the model various times by feeding the model with various movie names. Mostly the prediction is accurate

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]]

Our team will soon review your PR. Thanks @Srijansarkar17 :)

[abhisheks008]

You have been informed that you should implement 4-5 models for this project. But you have implemented one model only. Also replace the .txt files with README.md.

Follow this project for your reference project structure, https://github.com/abhisheks008/ML-Crate/tree/main/Advertisement%20Click%20Prediction