Book Recommendation Systems ML Frameworks

Complete implementations of book recommendation systems using collaborative filtering, content-based, or popularity-based approaches with deployed web interfaces. Does NOT include general recommendation frameworks, movie/anime recommendations, or non-book domain recommenders.

There are 57 book recommendation systems frameworks tracked. 2 score above 50 (established tier). The highest-rated is benfred/implicit at 69/100 with 3,771 stars and 403,190 monthly downloads.

Get all 57 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	benfred/implicit Fast Python Collaborative Filtering for Implicit Feedback Datasets	69	Established	3,771	Python
2	NicolasHug/Surprise A Python scikit for building and analyzing recommender systems	51	Established	6,770	Python
3	MengtingWan/goodreads code samples for the goodreads datasets	42	Emerging	300	Jupyter Notebook
4	GHamrouni/Recommender A C library for product recommendations/suggestions using collaborative...	41	Emerging	268	C
5	Md-Emon-Hasan/BookSage-AI Full-stack hybrid book recommendation system combining Collaborative...	39	Emerging	13	Python
6	jaimevalero/github-recommendation-engine A github repository suggestion system	38	Emerging	87	JavaScript
7	dorukkilitcioglu/books2rec A recommender system built for book lovers.	38	Emerging	112	Jupyter Notebook
8	pyemma/Argo A ML playground for education purpose	38	Emerging	53	Python
9	AmanPriyanshu/Federated-Recommendation-Neural-Collaborative-Filtering Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative...	28	Experimental	44	Python
10	ashima96/Book-Recommendation-System Machine Learning Project	28	Experimental	74	Jupyter Notebook
11	pprattis/Recommendation-System-for-Android-Java-App-that-finds-an-ideal-destination-with-the-kNN-Algorithm This project is an Android mobile application, written in Java programming...	27	Experimental	8	Java
12	Yunanouv/Skin-Care-Recommender-System Skin Care Recommender System Based on Skin Problems Using Content-Based Filtering	26	Experimental	23	Jupyter Notebook
13	huangyueranbbc/RecommendByItemcf Hadoop mapreduce. 基于ItemCF的协同过滤物品推荐系统 Collaborative filtering goods...	26	Experimental	27	Java
14	DevJinah/collaborative-book-recommender Collaborative filtering based book recommendation system	24	Experimental	—	Jupyter Notebook
15	rohithmeka/Telugu-Movie-Recommendation-Using-SVD A Python-based Telugu Movie Recommendation System using SVD. It filters...	24	Experimental	2	Python
16	farfarfun/funrec 推荐系统工具包 - 提供机器学习推荐算法和推荐系统开发工具	24	Experimental	8	Python
17	j-stoff/my_next_book An experiment using machine learning to predict a user's book preference. A...	23	Experimental	1	Java
18	ukrbublik/You-Can-Not-Recommend Recommender system engine on NodeJS	23	Experimental	19	JavaScript
19	huzaifakhan04/amazon-product-recommendation-system-web-application-using-mongodb-pyspark-and-apache-kafka This repository includes a web application that is connected to a product...	22	Experimental	7	Jupyter Notebook
20	Chrisimana/book-recommendation-system-using-knn Portofolio \| Machine Learning \| Project FreeCodeCamp	22	Experimental	—	Python
21	iceonepiece/jonfon A Very Good Recommendation Engine for Node.js	21	Experimental	3	JavaScript
22	shahriar-rahman/A-Comparative-Analysis-of-Amazon-Book-Ratings-using-Collaborative-Filtering Juxtaposing different Recommender Algorithms by utilizing the concept of...	21	Experimental	8	Jupyter Notebook
23	shruti-2412/Book-Recommendation-System Collaborative filtering based book recommendation model deployed using flask	20	Experimental	8	Jupyter Notebook
24	GitH22Ash/HOTS-Content-Recommendation-System This is the Project for Amazon Hackon, Team Members : Ayush Bijalwan , Mohit Panwar	20	Experimental	1	JavaScript
25	ramiltiteev/bert4rec Implementation of the BERT4REC for MovieLens Dataset	19	Experimental	9	Jupyter Notebook
26	vidzz22/Goodreads-Book-Recommendation-System Book recommendation system using rank-based, user-based, and SVD...	16	Experimental	2	Jupyter Notebook
27	Owaiskhan9654/Sony-R.I.S.E-India-Hackathon-3rd-Place-Solution Recent Sony RISE Research Team India organized and this is my Solution in...	15	Experimental	8	Jupyter Notebook
28	Z4ck404/recommender-system Recommendation System Using K-Nearest Neighbors .	15	Experimental	2	JavaScript
29	yoongi0428/fullstack_recsys Fullstack recommender system project with Flask + React + PyTorch + Numpy	15	Experimental	21	Python
30	guimatheus92/Game-Recommendation-System This is a game recommendation system project that I developed to put into...	15	Experimental	2	JavaScript
31	ronithjuluri18/social-media-recommendation Hybrid recommendation engine combining Collaborative Filtering (SVD),...	14	Experimental	—	Python
32	Drose008/Content-based-Book-Recommendation-System A machine learning-based recommendation system that suggests books to users...	14	Experimental	—	Python
33	codeofwhite/Book-Recommendation-System 2025 重大软院高科实训基于大数据技术与智能推荐算法的图书推荐系统 📚 Enterprise-level Book Recommendation...	14	Experimental	—	Vue
34	SubhangiSati/E-Learning-Course-Recommendation-System This Python-based project recommends e-learning courses based on user...	14	Experimental	9	Jupyter Notebook
35	Sarika-stack23/recommendation-system-api Production-ready Recommendation System API with Flask, SQLite, hybrid...	14	Experimental	—	Python
36	rahul-shrivastav/recommendation-system A product recommendation model using Machine Learning integrated in a...	14	Experimental	1	JavaScript
37	gabrielpulga/airecommender-mahout-study Maven project that consists of a book and movie recommendation system based...	14	Experimental	1	Java
38	Ultron09/Amazon-Recommendation- An end-to-end Data Science project implementing Rank-Based, Collaborative...	14	Experimental	3	Jupyter Notebook
39	simon-bouchard/book-recommendation-platform Book recommendation system built from scratch and deployed with FastAPI....	14	Experimental	—	Python
40	songwo-vx18484646674/Hadoop-based-popular-video-data-analysis-prediction-and-visualization-system-on-Bilibili 基于机器学习B站热门视频数据分析预测可视化，本系统采用Java技术SpringBoot框架和Python技术Django框架（两种框架开发的都有）和Had...	14	Experimental	—	—
41	anilscin/recommendation-python Recommendation system built with Python.	14	Experimental	—	—
42	mohamed-elkholy95/recommendation-engine Hybrid recommendation engine with collaborative filtering, content-based...	14	Experimental	—	Python
43	iurydrayton/lectio-recommender Book recommendation system using TensorFlow two-tower model, Neo4j graph...	14	Experimental	—	Python
44	MutsaSanyamahwe/github-repo-recommender A full-stack project that recommends GitHub repositories to users based on...	14	Experimental	—	Jupyter Notebook
45	N-y-c-t-o/Book-Recommendation-System A Flask-based Book Recommendation System that suggests books based on user...	14	Experimental	—	HTML
46	tyedem/Books-Recommendation-System Collaborative filtering recommendation system built with sklearn and Amazon...	13	Experimental	8	Jupyter Notebook
47	fleuryc/OC_AI-Engineer_P9_Books-recommandation-mobile-app Repository of OpenClassrooms' AI Engineer path, project #9 : create a books...	13	Experimental	7	Jupyter Notebook
48	mohsenMahmoodzadeh/book-crossing-recommender-system A python notebook for building collaborative, content-based, and ml-based...	13	Experimental	8	Jupyter Notebook
49	josegustavoo/Recomm.js Recomm.js is a javascript library used to build recommendation systems,...	13	Experimental	4	TypeScript
50	pxxthik/Book-Recommender-System Book recommender system utilizing collaborative filtering and Nearest...	13	Experimental	11	Jupyter Notebook
51	abdullahashfaqvirk/Book-Recommendation-System A personalized book recommendation system that combines collaborative...	12	Experimental	3	Jupyter Notebook
52	rukesh-shrestha/Book-Recommendation-System This is the book recommendation system develop using the limited datasets....	12	Experimental	3	HTML
53	yj8023xx/xiwenlejian 一个基于深度学习的书籍推荐系统，可以根据用户的行为进行个性化的推荐	12	Experimental	33	Jupyter Notebook
54	sandipanrakshit34/Movie-Recommender-System-Using-Machine-Learning The purpose of a recommendation system basically is to search for content...	11	Experimental	2	Jupyter Notebook
55	gperdrizet/recommender-system-flask 4Geeks Academy data science boot camp: ML web app with Flask - movie...	11	Experimental	—	Jupyter Notebook
56	Md-Emon-Hasan/ML-Project-Book-Recommendation-System 📚 Book recommendation system that utilizes user-friendly collaborative...	10	Experimental	1	Jupyter Notebook
57	thiagomarquesrocha/tenebris Um sistema de recomendação híbrido de trabalhos acadêmicos para apoio a...	10	Experimental	1	Java