Product Recommendation Systems ML Frameworks

Machine learning systems that recommend products to users based on collaborative filtering, content-based filtering, sentiment analysis, or hybrid approaches in e-commerce contexts. Does NOT include general recommendation systems for non-product domains (movies, music, websites, books) or other types of personalization.

There are 55 product recommendation systems frameworks tracked. The highest-rated is Vaibhav67979/Ecommerce-product-recommendation-system at 40/100 with 131 stars.

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#	Framework	Score	Tier	Stars	Language
1	Vaibhav67979/Ecommerce-product-recommendation-system Product Recommendation System is a machine learning-based project that...	40	Emerging	131	Jupyter Notebook
2	rosetta-ai/rosetta_recsys2019 The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI	35	Emerging	58	Python
3	the-markup/investigation-amazon-brands Materials to reproduce our findings in our stories, "Amazon Puts Its Own...	33	Emerging	71	Jupyter Notebook
4	LaxmiChaudhary/Amzon-Product-Recommendation Building Recommendation Model for the electronics products of Amazon	33	Emerging	101	Jupyter Notebook
5	JingyibySUTsoftware/ECRS_Web 基于深度学习的商品推荐系统，高性能，可承受高并发，可跨平台	31	Emerging	61	JavaScript
6	jacopotagliabue/recs-at-resonable-scale Recommendations at "Reasonable Scale": joining dataOps with recSys through...	30	Emerging	241	Python
7	fabric8-analytics/f8a-pypi-insights This repository contains the code for the model that serves the companion...	28	Experimental	1	Jupyter Notebook
8	nhtsai/graph-rec Senior Capstone Project: Graph-Based Product Recommendation	27	Experimental	44	Jupyter Notebook
9	sanjeebtiwary/E-Commerce-Product-Recommendation E-commerce businesses are always striving to provide personalized...	27	Experimental	10	Jupyter Notebook
10	ShawonBarman/E-commerce_recommendation_system This Django-based E-commerce recommendation system uses machine learning...	27	Experimental	7	Jupyter Notebook
11	aws-solutions-library-samples/amazon-personalize-online-recommendations-with-google-tag-manager This Guidance helps businesses build a real-time recommendation pipeline...	26	Experimental	17	Jupyter Notebook
12	anothermorena/nft-marketplace A react native(UI), FastAPI (Server) and MySQL(DB) non-fungible token market...	25	Experimental	25	JavaScript
13	atharvapathak/Product_Recommendation_Engine Using algorithms such as collaborative filtering, content-based filtering,...	24	Experimental	3	Jupyter Notebook
14	trevordaley2005/instacart-next-product-recommendation 🛒 Predict user reorder behavior for Instacart with an end-to-end machine...	23	Experimental	1	Jupyter Notebook
15	mdzaheerjk/Collaborative-Filtering-Recommendation-System The End-to-End Recommender System is a machine learning-based application...	23	Experimental	7	—
16	silviomori/udacity-machine-learning-capstone-starbucks Machine Learning Engineer - Capstone Project - Development of a...	23	Experimental	11	Jupyter Notebook
17	0xPutri/CaeraBouquetML Machine Learning service for Caera Bouquet, providing personalized product...	22	Experimental	—	Python
18	Layheng-Hok/KG-Based-Recommender-System Knowledge Graph-Based Recommender System (KGRS) - SUSTech project of CS303:...	22	Experimental	2	Python
19	biplobgon/product-recommendation-system End-to-end product recommendation system using collaborative filtering,...	22	Experimental	—	—
20	anmolg1997/Sentiment-Based-Product-Recommendation-System Hybrid recommendation system that combines collaborative filtering with...	22	Experimental	—	Jupyter Notebook
21	federico1809/insight-commerce-recsys Next Basket Recommendation system built on the Instacart dataset. Full ETL...	22	Experimental	—	Jupyter Notebook
22	laninh-tech/Smart-Recommendation-System End-to-end recommendation system with deep learning, MLOps workflow, and...	22	Experimental	—	Python
23	germanandres3/wizeline_christmas_project This project is an automated tool for generating personalized gift ideas...	22	Experimental	1	Jupyter Notebook
24	Rachit931/Cart-IQ An end-to-end machine learning system that analyzes customer behavior to...	22	Experimental	—	Jupyter Notebook
25	anujatappeta/ecommerce_recommendation AI-powered e-commerce web app with personalized product recommendations...	22	Experimental	—	Python
26	ManishaLagisetty/Travel-Recommendation-System Machine Learning, Python	21	Experimental	10	Jupyter Notebook
27	mboccenti/Recommender_system_project Online courses recommender system w Machine Learning	21	Experimental	31	Jupyter Notebook
28	Jasjyot/Amazon-Apparel-recommendation-Engine A recommendation engine which suggests similar products to the given...	21	Experimental	11	Jupyter Notebook
29	karan3691/Ecommerce-Recommender A machine learning-based recommendation system designed for an e-commerce platform.	20	Experimental	6	Python
30	Rubina-Bansal/Sephora-Recommendation-System Crafting personalized shopping experiences at Sephora with innovative...	20	Experimental	6	Jupyter Notebook
31	satyam9090/Comparing-Cosmetics-by-Ingredients Process ingredient lists for cosmetics on Sephora then visualize similarity...	19	Experimental	19	Jupyter Notebook
32	hw1004/Data-Full-Stack-Project Automated Review Rating Prediction & Personalized Shopping Recommendation...	18	Experimental	4	Jupyter Notebook
33	keertanakappuram/Twitch-User-Recommendations-ML-Neo4j-PostgreSQL Twitch user recommendation system using Neo4j & PostgreSQL, with ML-based...	15	Experimental	1	Python
34	memnaaaaa/target-rec ML-powered product recommendation system that analyzes guest reviews using...	14	Experimental	—	Jupyter Notebook
35	Aay6827/Ajio-AI-Recommendation-System AI-powered product recommendation system with FastAPI, Docker, AWS ECS, and...	14	Experimental	—	HTML
36	tshelke/ML-Product-Recommendation-System This project builds a Product Recommendation System using Machine Learning...	14	Experimental	—	Jupyter Notebook
37	ankitkr756208-hash/SMART_CART_AI_RECOMMENDATION- Smartcart_Ai recommadation system	14	Experimental	—	Jupyter Notebook
38	adhishnanda/news-feed-ranking-system Production-inspired personalized news feed ranking system with real-time...	14	Experimental	—	Python
39	JuliaLWang8/RetailRecommender Third place submission for 2023 Daisy Intelligence Hackathon. Created a...	14	Experimental	1	Jupyter Notebook
40	havandiRayhan/perfume-recommendation-app sebuah aplikasi yang dibuat untuk memberikan rekomendasi parfum berdasarkan...	14	Experimental	—	JavaScript
41	Komorebirumu/awe-ms-20260315-0041-02 AI Gift Recommender \| Social Profile-Based Personal Gifts	14	Experimental	—	HTML
42	awslabs/amazon-sagemaker-financial-product-recommender-with-graph-ml Financial Product Recommendation With Graph ML	13	Experimental	6	Jupyter Notebook
43	himanshurajofficials/Online-Shopping-App-with-Recommendetion-System This app works in real time where user are recommended products based on the...	12	Experimental	3	Java
44	aiden200/ARS Amazon Product Recommendation System using Graph Neural Networks	12	Experimental	4	Jupyter Notebook
45	SamBelkacem/Ranking-social-media-news-feed Ranking news feed updates \| Comparison of supervised models	12	Experimental	15	Jupyter Notebook
46	CrispenGari/APR-dl ⭐⭐⭐⭐⭐ Automatic Product Recommender (APR) is an Artificial Intelligence...	11	Experimental	2	Jupyter Notebook
47	heyitsalina/big_data_image_recommender project for our big data course in which you can choose an image as the...	11	Experimental	2	Jupyter Notebook
48	nagul-jagadish55/ecommerce-recommendation-engine Hybrid e-commerce recommendation engine in Java using collaborative,...	11	Experimental	—	Java
49	johnsonhk88/kaggle-Rental-product-recommendation-system Kaggle Competition Rental product recommendation system	11	Experimental	—	Jupyter Notebook
50	HassanBic/AI-Product-Recommender An advanced Hybrid AI Recommendation System utilizing Collaborative...	11	Experimental	—	—
51	CSroseX/Product-Recommendation-System-Using-an-AI Built an AI-powered product recommendation interface that interprets natural...	11	Experimental	—	JavaScript
52	CrispenGari/recommentation-algorithms 😎 This repository contains some recommendation algorithms powered by AI.	10	Experimental	1	Jupyter Notebook
53	tushar2704/Product-Recommendation This project endeavors to create a recommendation system that suggests...	10	Experimental	1	Jupyter Notebook
54	abhishek-sanwal/AI_Powered_Task_Recommendation_System This project focus on building a task recommendation system based on severak...	10	Experimental	1	JavaScript
55	veryeasyai/very-easy-recommendation-engine-django Django SDK for the Very Easy AI Recommendation engine	10	Experimental	1	Python

Comparisons in this category

Ecommerce-product-recommendation-system and E-Commerce-Product-Recommendation (40 vs 27) Ecommerce-product-recommendation-system and E-commerce_recommendation_system (40 vs 27) Ecommerce-product-recommendation-system and Product_Recommendation_Engine (40 vs 24)