Niraj1608 commented 1 week ago

Pull Request for DL-Simplified 💡

fix #981

Info about the related issue (Aim of the project) :
This project implements an Anime Recommendation System using both content-based and collaborative filtering techniques. It provides recommendations based on user preferences and anime content, leveraging deep learning for enhanced collaborative filtering.
Name: Parmar Niraj
GitHub ID: @Niraj1608
Email ID: nirajprmr1608@gmail,com
Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) GSSOC

Closes: #issue number that will be closed through this PR #981

Data Preprocessing: Cleans and preprocesses anime.csv and rating.csv datasets.
Exploratory Data Analysis (EDA): Provides an overview of anime types, genres, ratings, and other insights.
Content-Based Filtering: Generates recommendations based on anime genres, type, and average ratings.
Collaborative Filtering: A deep learning-based recommendation model that learns user preferences.
Genre-Based Recommendations: Ensures diverse recommendations by including various genres in top recommendations.
New User and New Anime Recommendations: Customized recommendations for new users and newly added anime.

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

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

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

[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 1 week ago

Our team will soon review your PR. Thanks @Niraj1608 :)

Niraj1608 commented 1 week ago

@abhisheks008 can you review my pr and i added output in resource directory in a video

Niraj1608 commented 1 week ago

@abhisheks008 i created a specific directory for a notebooks

abhisheks008 commented 1 week ago

Niraj1608 commented 1 week ago

@abhisheks008 done