Recommendation Systems Transformers Transformer Models

Tools for building personalized recommendation engines using transformer models, embeddings, and neural architectures across domains (e-commerce, content, food, books, etc.). Does NOT include general ranking/search systems, ranking algorithms without personalization, or information extraction tools.

There are 18 recommendation systems transformers models tracked. 1 score above 50 (established tier). The highest-rated is sb-ai-lab/RePlay at 52/100 with 388 stars.

Get all 18 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=recommendation-systems-transformers&limit=20"

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#	Model	Score	Tier	Stars	Language
1	sb-ai-lab/RePlay A Comprehensive Framework for Building End-to-End Recommendation Systems...	52	Established	388	Python
2	MalihehIzadi/SoftwareTagRecommender A tag recommender based on SOTA machine learning algorithms to automatically...	37	Emerging	20	Jupyter Notebook
3	otto-de/TRON ⚡️ Implementation of TRON: Transformer Recommender using Optimized...	35	Emerging	74	Python
4	deepmancer/advanced-recommender-system Advance information retrieval system that combines advanced indexing,...	33	Emerging	11	Jupyter Notebook
5	januverma/transformers-for-sequential-recommendation Notebooks on using transformers for sequential recommendation tasks	27	Experimental	17	Jupyter Notebook
6	leuas/Vrdndi A full-stack context-aware productivity-focused recommendation system	27	Experimental	6	Python
7	otto-de/MultiTRON 🤹 MultiTRON: Pareto Front Approximation for Multi-Objective Session-Based...	26	Experimental	45	Python
8	m-rishab/Research-Paper-Recommendation This project aims to build a research paper recommendation system. Given a...	24	Experimental	5	Jupyter Notebook
9	okefemi12/ecommerce-recommender-system Production-grade Hybrid Recommender System combining Sequential Transformers...	23	Experimental	2	Jupyter Notebook
10	Tek233/Book-Recommender A semantic book recommender	21	Experimental	—	Jupyter Notebook
11	gugacs/movie-finder Movie Finder / Recommender System for the course Advanced Information...	17	Experimental	1	TypeScript
12	fajieyuan/recommendation_transfer_learning_pretraining Pre-training and Transfer learning papers for recommendation	14	Experimental	18	—
13	Papasmurf79/RestaurantRecommenderLLM With this project, I created an end-to-end AI pipeline that transforms a...	14	Experimental	—	Jupyter Notebook
14	JohannesVC/OptimisingBeyondAccuracy Keras-based neural recommender system trained on the MIND dataset, using...	13	Experimental	—	Jupyter Notebook
15	lanaalmousa/movie_rec_system A smart movie recommendation system that suggests relevant movies to users...	13	Experimental	—	—
16	Sandalots/YourNextAlbum AI Album Recommendation Model using TF-IDF, SentenceTransformers & BART.	13	Experimental	2	Python
17	Jaswant-2525/Information-Extraction-From-Research-Papers This project is about designing an Automatic System to Extract the...	12	Experimental	1	—
18	Hritickjha/llm-semantic-book-recommender Learn how to create an intelligent book recommendation system using Large...	10	Experimental	1	Jupyter Notebook