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Gymder - AI-Powered Fitness Buddy Recommendation System

A personalized fitness recommendation system that connects users with compatible workout buddies and provides AI-powered workout video recommendations. The system uses advanced machine learning algorithms including K-NN, SVD, XGBoost reranking, and LLM integration to deliver highly personalized fitness experiences.

 

Documentation

You can find all the documentation in the following files:

 

About

This project is developed for the Recommender Systems Workshop at Tel Aviv University.
More information can be found on the Workshop Website.

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Screenshots

Here are screenshots of the application interface:

Login Page

Login Page

Create New Account

Create New Account

Logo and Text Box For Describing Fitness Goal

Logo and LLM Query

LLM YouTube Exercises Results

LLM YouTube Integration

SVD Recommendations

SVD Model

XGBoost Reranker Recommendations

Reranker Performance

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