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Projects in Awesome Lists tagged with content-based-filtering

A curated list of projects in awesome lists tagged with content-based-filtering .

https://github.com/upasanadhameliya/django-movie-recommendor

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

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

Last synced: 09 Apr 2025

https://github.com/chen0040/mxnet-recommender

Collaborative Filtering NN and CNN based recommender implemented with MXNet

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

Last synced: 15 Aug 2025

https://github.com/soumyajit4419/movie_recommender_system

Recommending movies to user using various Colaborative Filtering and Content Based Filtering.

colaborative-filtering content-based-filtering correlation movie-recommender nlp

Last synced: 11 Oct 2025

https://github.com/karenwky/recommendation_system_allrecipes

recommending recipes with content-based filtering approach

content-based-filtering pandas recommendation-system

Last synced: 10 Apr 2025

https://github.com/joffinjoy/o-horizon-recommendation

Reference repository for the O-Horizon Recommendation Engine featured in Neo4j Graphversation Episode 2

beckn collaborative-filtering content-based-filtering neo4j neo4j-graph-data-science pagerank recommendation-system recommender-system

Last synced: 02 Mar 2025

https://github.com/sbwho/movie-recommendation-system

Movie Recomendation System is a movie recommender system using the TMDB 5000 Movie Dataset on Kaggle. Main goal of this system is to develop essential skills in data handling, exploratory data analysis, and model building

content-based-filtering cosine-similarity demographic-filtering idbm-reviews ipynb kaggle machine movie-recommendation python sklearn

Last synced: 26 Nov 2025

https://github.com/axelseancp/anime-recommender-system

A Project from Dicoding's Machine Learning Expert Class. Recommender System for Anime using Content-Based Filtering and Collaborative Filtering

collaborative-filtering content-based-filtering machine-learning machine-learning-project python recommender-system

Last synced: 28 Oct 2025

https://github.com/easonlai/content_based_product_recommendation_samples

The sample code repository leverages Azure Text Analytics to extract key phrases from the product description as additional product features. And perform text relationship analysis with TF-IDF vectorization and Cosine Similarity for product recommendation.

azure-cognitive-services azure-text-analytics content-based-filtering content-based-recommendation cosine-similarity key-phrase-extraction machine-learning product-recommendation python python3 text-analytics tf-idf

Last synced: 18 Nov 2025

https://github.com/rooom13/recommendation-system-thesis

Recommendation Systems thesis. This repository contains the development of the evaluation of three recommendations system methods: Collaborative Filtering, Content Based and Hybrid.

collaborative-filtering content-based-filtering python recommender-system sklearn thesis

Last synced: 11 Oct 2025

https://github.com/docsallover/music-recommendation

Machine Learning Music Recommendation System: Hybrid Approach (Content & SVD) with Flask

content-based-filtering flask machine-learning matplotlib ml music-recommendation numpy pandas scikit-learn scikit-surprise scipy seaborn surprise svd

Last synced: 21 Jul 2025

https://github.com/sumanthvrao/moviebuddy

Movie recommendation system to find common movie interests among a group of people.

collaborative-filtering content-based-filtering data-analytics movie python surprise-library

Last synced: 25 Feb 2025

https://github.com/vsancnaj/hybrid-recommendation-system

A hybrid recommendation system combining Item-Based Collaborative Filtering and Content-Based Filtering to suggest skincare products based on user preferences, product ingredients, and ratings. Features a Flask API and an interactive Streamlit Web App for personalized recommendations.

collaborative-filtering content-based-filtering ecommerce flask-api machine-learning nlp recommendation-system sephora skincare streamlit

Last synced: 04 Aug 2025

https://github.com/deepali-14/movies-recommender-system

Content-Based Recommender System recommends movies similar to the movie user likes based on genres, director, actors, etc. Used for recommending movies, music, books etc.

api content-based-filtering cosine-similarity css heroku html jupyter-notebook machine-learning movie-recommendation-engine pycharm python recommendation-engine streamlit

Last synced: 02 Dec 2025

https://github.com/gerinsp/movie-recommendation-system

Developed a Movie Recommendation System using content-based filtering and collaborative filtering to suggest personalized movie recommendations.

collaborative-filtering content-based-filtering movie-recomendation-system

Last synced: 28 Jun 2025

https://github.com/shazm12/movie-recommendation-system-using-a-hybrid-approach

The problem I have picked for the project is to design and train an efficient movie recommendation model which will recommend movies to users based on the User interaction matrix which would contain the user details with the movies the users liked and vice versa. Also, I will design another model which will recommend movies based on the context, title, genre, and such other attributes of the movies liked by the user and would recommend similar movies to the user.

collaborative-filtering content-based-filtering cosine-similarity movie-recommendation-system recommender-system

Last synced: 20 Jul 2025

https://github.com/aadrianleo/book-recommendation-system

Book Recommender System using the Book-Crossing dataset. Compares content-based (TF-IDF + cosine similarity) and collaborative filtering (SVD) methods for book recommendations. Includes data cleaning, EDA, and model evaluation (Precision@5, RMSE) in Python.

artificial-intelligence collaborative-filtering content-based-filtering cosine-similarity data-preprocessing jupyter jupyter-notebook machine-learning matrix-factorization numpy pandas predictive-modeling python3 recommendation-system recommender-system scikit-learn sckit-surprise

Last synced: 30 Dec 2025

https://github.com/nourine-nadir/movie-recommander-system-content-based-

A Movie Recommender System implemented in Python using content-based filtering techniques. The system processes a dataset of 10,000 movies, extracting features such as keywords, genres, cast, and crew information to generate movie recommendations based on user input.

artificial-intelligence content-based-filtering content-based-recommendation recommendation-system recommender-system

Last synced: 27 Feb 2025

https://github.com/hk-kumawat/movie-recommender-system

🎬 An AI-powered movie recommender system that suggests similar movies based on the user-selected movie. It provides recommendations along with movie posters!

content-based-filtering cosine-similarity movie-recomendation-system streamlit tmdb-api

Last synced: 24 Mar 2025

https://github.com/abhipatel35/moviematcher-movie-recommender-system

A robust movie recommendation system using the MovieLens dataset, employing Collaborative Filtering, Matrix Factorization, and Hybrid Models to enhance recommendation accuracy and diversity.

collaborative-filtering content-based-filtering data-analysis eda hybrid-models machine-learning matrix-factorization movie-recommendations movielens-dataset python recommender-system surprise-library

Last synced: 16 Mar 2025

https://github.com/philiptitus/collaborative-book-recommender

Made use of the content-based filtering algorithm to make a book recommender model

content-based-filtering content-based-recommendation recommender-system tensorflow

Last synced: 09 Apr 2025

https://github.com/mohabdo21/hybridrec-contextenrichment

An advanced hybrid recommendation system that combines collaborative filtering and content-based filtering approaches, enhanced with temporal awareness and contextual personalization

als bm25 collaborative-filtering content-based-filtering context-aware-recommender-system cosine-similarity machine-learning matrix-factorization n-gram online-learning real-time-adaptation recommendation-system temporal-weighting tf-idf

Last synced: 09 Oct 2025

https://github.com/sravyatogarla/movie-recommendation-system

A complete Movie Recommendation System project implementing Popularity-Based, Content-Based, and Collaborative Filtering models using the MovieLens dataset. Built with Python, Pandas, and Plotly, featuring interactive inputs and visualizations.

capstone-project collaborative-filtering content-based-filtering data-science data-visualization edureka jupyter-notebook machine-learning movie-recomendation-system movielens pandas popularity-based-filtering python recommender-system scikit-learn sql

Last synced: 19 Oct 2025

https://github.com/juwono136/book-recommendation-system-using-content-based-filtering-and-collaborative-filtering

Book recommendation system using model development with Content-Based Filtering and Collaborative Filtering techniques.

collaborative-filtering content-based-filtering machine-learning recommendation-system

Last synced: 26 Mar 2025

https://github.com/bangaji313/recommender-system-movielens

Proyek Sistem Rekomendasi Film dengan Content-Based & Collaborative Filtering. Submission untuk modul Machine Learning Terapan di Coding Camp 2025.

collaborative-filtering content-based-filtering data-science deep-learning dicoding jupyter-notebook keras movie-recommendation movielens pandas python recommender-system scikit-learn tensorflow

Last synced: 27 Oct 2025

https://github.com/eirinimits/movie-recommender-system

This is an implementation where content based and collaborative filtering techniques are used for recommending movies.

collaborative-filtering content-based-filtering predictive-modeling statistical-analysis

Last synced: 02 Apr 2025

https://github.com/iqbaleff214/cbf-tempat-wisata-php

Rekomendasi tempat wisata dengan algoritma content-based filtering

cbf content-based-filtering machine-learning machine-learning-algorithms mysql php poliban

Last synced: 09 Jul 2025

https://github.com/jakeolase/rappp.ai

Recommender Application for Programming Languages, Projects, and Publication Paper using Content-Based Recommendation System and KeyBERT

content-based-filtering keybert machine-learning natural-language-processing recommendation-system

Last synced: 02 Mar 2025

https://github.com/razamehar/movie_recommendation_system

This project employs multiple recommendation techniques, including popularity-based ranking with Bayesian averages, content-based suggestions using cosine similarity, and collaborative filtering via the Surprise library.

bayesian-average collaborative-filtering content-based-filtering cosine-similarity python recommender-system

Last synced: 18 Mar 2025

https://github.com/bigbeantheory/movie-recommendation-system

A Streamlit-based web app that suggests movies using a content-based filtering model, built with Python, Pandas, and Scikit-learn. Leverages TMDB data to recommend films based on genres, keywords, cast, and crew, with posters fetched via API.

content-based-filtering content-based-recommendation css data-science html javascript machine-learning python streamlit-webapp webdevelopment

Last synced: 13 Apr 2025

https://github.com/yash1th-yerra/hybrid-model-movie-recommendation-system

This is an extension project to Movie-Recommendation-System https://github.com/yash1th-yerra/Movie-Recommendation-System.

collaborative-filtering content-based-filtering hybrid-filtering

Last synced: 30 Oct 2025

https://github.com/aksoni07/movie-recommendation

A hybrid movie recommendation system designed to deliver personalized and accurate suggestions by combining user preferences, item attributes, and collaborative patterns, ensuring a seamless and engaging experience.

clustering content-based-filtering data-analysis embeddings jupyter-notebook numpy ollaborative-filtering pandas personalization python recommendation-systems scikit-learn user-item-interactions

Last synced: 30 Dec 2025

https://github.com/rohansoni45/movie-recommendation-system

This project is a Content-Based Recommender System that suggests movies to users based on their preferences and watched history. The system leverages cosine similarity to find and recommend movies similar to a selected title. It is built using Python and libraries like Pandas, NumPy, and Scikit-learn.

content-based-filtering cosine-similarity data-analysis data-science machine-learning numpy pandas python recommender-system render scikit-learn

Last synced: 05 Apr 2025

https://github.com/itsleonb/workout-recommender-api

API for Workout Recommender system. Built with FastAPI.

api content-based-filtering fastapi machine-learning recommender-system workout

Last synced: 03 Mar 2025

https://github.com/nathius262/trend-fitness-recommendation-technique

Trend Fitness is a web application dedicated to providing professional fitness advice which will include a range from fitness plans to diet plans catered to every individual needs. I believe that my web application will embark on a transformative journey towards a healthier lifestyle.

collaborative-filtering content-based-filtering content-based-recommendation hybrid-recommendation jupyter-notebook

Last synced: 25 Dec 2025

https://github.com/dimits-ts/short-recommender-survey

A very brief primer of Content Based vs Collaborative Filtering algorithms

collaborative-filtering content-based-filtering marketing recommendation-system

Last synced: 06 Nov 2025

https://github.com/smakde/learning-resource-recommender

A lightweight recommender that helps you discover your next learning resource. It blends patterns from similar users with content keywords, and explains each suggestion in the UI.

als content-based-filtering evaluation-metrics explainable-ai hybrid-recommender implicit-feedback implicit-lib lightfm logistic-matrix-factorization mapk matrix-factorization ndcg pandas precision-at-k python recommender-system scikit-learn streamlit tf-idf top-n-recommendations

Last synced: 06 Nov 2025

https://github.com/sourabh-kumar04/raso-movie-recommendation

Raso Movie Recommendation System is an AI-powered web application that suggests movies based on user preferences, genres, ratings, and similarity scores. It leverages machine learning techniques to enhance recommendations.

ai content-based-filtering machine-learning movie-recommedation python recommendation-system streamlit web-app

Last synced: 28 Jul 2025

https://github.com/prajjwal6969/recommender-system-using-python

A collection of content-based recommendation systems for songs and movies using Python and machine learning.

content-based-filtering cosine-similarity machine-learning movie-recommendation python recommender-system scikit-learn song-recommendation

Last synced: 30 Jul 2025

https://github.com/yukta026/book_recommender_system

I have created a book recommender system that recommends similar books to the reader based on his/her interest. This project shows results of collaborative and content-based filtering of the given dataset.

collaborative-filtering content-based-filtering feature-extraction model-building pre-processing recommender-system

Last synced: 18 Nov 2025