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vinit714 /A-Recommendation-system-for-Facial-Skin-Care-using-Machine-Learning-Models

Star74

Transforming skincare recommendations: our hybrid system combines KNN, CNN, and EfficientNet B0 for personalized advice. Published in IEEE, with 80% validation accuracy and 87.10% training accuracy.

machine-learning deep-learning cnn recommendation-system kmeans transfer-learning skin-tone content-based-filtering acne skin-type

UpdatedApr 29, 2024
Jupyter Notebook

SebastianRokholt /Hybrid-Recommender-System

Star41

A repository for a machine learning project about developing a hybrid movie recommender system.

python data-science machine-learning movies collaborative-filtering randomforest matplotlib recommender-system regression-models movielens k-nearest-neighbours lasso-regression hybrid-recommender-system movies-recommendation content-based-filtering

UpdatedNov 3, 2021
Jupyter Notebook

archd3sai /News-Articles-Recommendation

Star40

Objective of the project is to build a hybrid-filtering personalized news articles recommendation system which can suggest articles from popular news service providers based on reading history of twitter users who share similar interests (Collaborative filtering) and content similarity of the article and user’s tweets (Content-based filtering).

natural-language-processing collaborative-filtering recommendation-system twitter-data content-based-filtering

UpdatedMar 14, 2020
Jupyter Notebook

victorverma3 /Letterboxd-Movie-Recommendations

Sponsor

Star26

machine-learning movie recommender-system letterboxd content-based-filtering letterboxd-recommendations letterboxd-stats movie-recommendation-app movie-recomendation-system

UpdatedNov 24, 2025
Jupyter Notebook

indranil143 /Hybrid-Music-Recommendation-System

Star25

MelodyMind offers personalized music recommendations, from a real-time Last.fm API-powered app to an advanced hybrid system combining content-based and collaborative filtering with LightFM.

python machine-learning lastfm music-recommendation collaborative-filtering music-discovery lastfm-api lightfm content-based-filtering hybrid-recommender streamlit spotify-dataset

UpdatedJun 12, 2025
Jupyter Notebook

anothermorena /nft-marketplace

Star24

A react native(UI), FastAPI (Server) and MySQL(DB) non-fungible token market place with a machine learning content-based filtering recommendation engine.

mysql machine-learning sqlalchemy react-native blockchain-technology nft content-based-recommendation content-based-filtering pydantic fastapi nfts

UpdatedAug 13, 2023
JavaScript

AmirhosseinHonardoust /Movie-Recommendation-System

Star22

Movie recommendation system with Python. Implements content-based filtering (TF-IDF + cosine similarity), collaborative filtering with matrix factorization (TruncatedSVD), and a hybrid approach. Evaluates with Precision@K, Recall@K, and NDCG. Includes rating distribution plots, top movies, and sample recommendations.

python data-science machine-learning collaborative-filtering matrix-factorization recommendation-system svd movie-recommendation ndcg portfolio-project precision-recall content-based-filtering hybrid-recommender ranking-metrics

UpdatedSep 11, 2025
Python

NhanPhamThanh-IT /ML-Movie-Recommendation-System

Star15

🎬 Create an ML-powered movie recommendation system that uses content-based filtering to deliver 30 clever, funny, and tailored film picks based on your favorite movie. Harness Python, pandas, and scikit-learn—with a sprinkle of humor—to spark epic movie nights and uncover hidden cinematic treasures you’ll adore.

python data-science machine-learning information-retrieval text-mining scikit-learn jupyter-notebook ml feature-extraction recommendation-system tf-idf recommender-system cosine-similarity vectorization data-preprocessing beginner-friendly similarity-search content-based-recommendation content-based-filtering movie-recommendation-app

UpdatedAug 13, 2025
Jupyter Notebook

Upasanadhameliya /Django-Movie-Recommendor

Star14

Movie Website built on python Django framework; Uses Content Based Predictive Model approach to predict similar movies based on the contents/genres similarities

python machine-learning django python-3-6 python3 movie-recommendation movielens-dataset movielens content-filtering django-project content-based-recommendation content-based-filtering django3

UpdatedJul 27, 2020
Python

RRaphaell /Movie_Recommendation

Star14

movies recommendation-system recommender-system recommendation content-based-recommendation movies-recommendation content-based-filtering colaborative-filtering

UpdatedJun 16, 2023
Jupyter Notebook

chen0040 /mxnet-recommender

Star12

Collaborative Filtering NN and CNN based recommender implemented with MXNet

mxnet collaborative-filtering recommender content-based-filtering time-based-filtering

UpdatedApr 14, 2018
Python

pm390 /recsys2022

Star12

Code repo of solution of 11th place in Recsys Challenge 2022

solutions re-ranking ranking recommender-systems user-collaborative-filtering item-collaborative-filtering ensemble-machine-learning content-based-filtering lambdarank deep-recsys lightgbm-models lgbmranker

UpdatedJul 13, 2022
Jupyter Notebook

Md-Emon-Hasan /BookSage-AI

Star12

Full-stack hybrid book recommendation system combining Collaborative Filtering and Content-Based Filtering with weighted hybrid scoring, modular data pipelines, and model persistence. Deployed via Flask with responsive HTML/CSS UI and integrated CI/CD for production-ready, scalable, and interactive recommendations.

data-science machine-learning collaborative-filtering recommendation-system python-project hybrid-recommendation hybrid-recommender-system ai-project hybrid-recommendation-engine content-based-filtering personalized-recommendation book-recommendation-model book-recommendation-system cold-start-problem collaborative-filtering-recommendation dockerized-app ai-recommendation-system user-personalization ai-recommendations personalized-recommendation-system

UpdatedOct 21, 2025
Jupyter Notebook

Irlll /anime-recommendation-system-content-based-filtering

Star10

Proyek akhir recommendation system untuk membangun model machine learning yang dapat memberi top-N anime rekomendasi

anime recommendation-system recommender-system anime-recommendations content-based-recommendation dicoding content-based-filtering dicoding-academy anime-recommendation dicoding-submission dicoding-machine-learning

UpdatedOct 2, 2022
Jupyter Notebook

devendrakushwah /recommendation-system-for-inter-related-content

Star8

Recommendation system for inter-related content. Uses natural language processing and collaborative filtering. Provides recommendations for books, movies, tvshows

python natural-language-processing django web-application collaborative-filtering recommendation-system recommender-system svd movie-recommendation tvshows surprise content-based-filtering book-recomendation