Spotify Music Recommendation ML Frameworks

End-to-end music recommendation systems built on Spotify data and APIs, including playlist generation, song similarity, and personalized suggestions. Does NOT include general music genre classification, audio fingerprinting without recommendations, or non-Spotify music platforms.

There are 51 spotify music recommendation frameworks tracked. The highest-rated is ucalyptus/Spotify-Recommendation-Engine at 43/100 with 261 stars.

Get all 51 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=spotify-music-recommendation&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	ucalyptus/Spotify-Recommendation-Engine Music Recommender System	43	Emerging	261	Jupyter Notebook
2	ronibandini/reggaetonBeGone Detects reggaeton genre with Machine Learning and sends packets to disable...	39	Emerging	969	Python
3	pooranjoyb/BeatBridge A Music Player with a Clustering based Recommendation Engine utilizing Spotify API	37	Emerging	37	JavaScript
4	Dodelidoo-Labs/sonobarr Music discovery tool that integrates with Lidarr and provides...	35	Emerging	346	Python
5	maurocastermans/now-playing Raspberry Pi application that detects music with ML, identifies it using...	35	Emerging	13	Python
6	mattmurray/music_recommender Music recommender using deep learning with Keras and TensorFlow	35	Emerging	546	Jupyter Notebook
7	Brice-Vergnou/spotify_recommendation Finding which songs I like or not based on songs statistics	30	Emerging	17	Jupyter Notebook
8	ChicoState/djsongmatch A web-based tool for DJs to curate seamless sets faster. Recommends song...	29	Experimental	5	Jupyter Notebook
9	huzaifakhan04/music-recommendation-web-application-based-on-rhythmic-similarity-using-locality-sensitive-hashing This repository contains a web application that integrates with a music...	26	Experimental	7	Jupyter Notebook
10	areevesman/spotify-wrapped Using Python to perform data visualization and machine learning on the...	26	Experimental	39	Jupyter Notebook
11	gabrycina/spotify-clone A fully functional Spotify clone! 🎧	25	Experimental	5	JavaScript
12	zapperment/zapperment Smooth background music for coding, remixed with machine learning	25	Experimental	12	JavaScript
13	indranil143/Hybrid-Music-Recommendation-System MelodyMind offers personalized music recommendations, from a real-time...	25	Experimental	26	Jupyter Notebook
14	yashrajkakkad/song-popularity-prediction Song Popularity Prediction Using Machine Learning Algorithms	24	Experimental	18	Jupyter Notebook
15	virajbhutada/music-recommendation-system This project is designed to provide personalized music recommendations for...	24	Experimental	4	Jupyter Notebook
16	nuraz12/ShakeIt-Music-Recommendation 🎶 Discover personalized music suggestions with ShakeIt, a terminal-based...	23	Experimental	1	Python
17	R3DB1TH/spot Find. Explore. Enjoy.	23	Experimental	1	TypeScript
18	Zener085/music-recommendation-system-tutorial Tutorial how to implement music recomendation system using GNN	23	Experimental	6	Jupyter Notebook
19	gdgocjgec/Rhythm-Finder ML-powered Music Recommendation Engine	23	Experimental	25	Jupyter Notebook
20	ckswainds/Spotify-Hit-Predictor 🎵 Spotify Hit Prediction: An end-to-end machine learning project that...	23	Experimental	1	Python
21	pranshu05/Song2Vec Compare musical similarity between two songs using audio signal processing...	23	Experimental	1	Python
22	Nomusa990822/Spotify-Analytics-Insight End-to-end Spotify analytics project using Python, SQL, and data visualization	22	Experimental	—	Jupyter Notebook
23	MissawB/SonicMatch Une plateforme interactive combinant le Machine Learning (XGBoost, Stacking)...	22	Experimental	—	Jupyter Notebook
24	guidasneves/spotify_recsys End-to-end Spotify recommendation system	22	Experimental	—	Jupyter Notebook
25	BatuhanSeremet/Spotify-DataAnalysis Analysis and clustering of popular songs and their attributes using Spotify API.	20	Experimental	8	Jupyter Notebook
26	fatimaaalaoui/Intelligent-Music-Streaming-System-with-AI-Recommendations AI-powered music streaming platform that delivers personalized song, artist,...	20	Experimental	1	JavaScript
27	Music-Recommendation-Engine-Project/Music-Recommendation-Engine Music Recommendation System	20	Experimental	13	Python
28	Hguimaraes/learnfy [REPO] Create a music genre dataset (metadata or audio) for classification...	20	Experimental	12	JavaScript
29	BobbyWilt/Spotify_Song_Recommender This project leverages spotify's api and provided user playlists to create...	20	Experimental	32	Jupyter Notebook
30	faizancodes/Spotify-ML-Music-Recommendations Music recommendations based on your favorite artists and songs powered by...	20	Experimental	7	Python
31	Kaustav2500/music-recommender-with-audio-recognition The is a music recommender with audio recognition system. The master branch...	19	Experimental	—	Jupyter Notebook
32	matthamil/Brainify 🤓 Using machine learning to build better Spotify playlists 🎸	19	Experimental	9	JavaScript
33	frcake/MusicDB An instagram like site featuring user recommendations based on musical...	18	Experimental	3	JavaScript
34	cyberquill/Riyaaz A content-based music recommendation system, that suggests playlists made...	17	Experimental	4	Jupyter Notebook
35	lane203m/SoundByte U of R SSE Capstone Project; Recommending Music For Artists	17	Experimental	3	JavaScript
36	pmsosa/Soundcloud-Spam-Analysis 🎼 SoundCloud spam/bot account analysis	16	Experimental	4	JavaScript
37	lebrancconvas/Big-Music-Hit (WIP) Using Machine Learning in Web Application for recommeding songs based...	16	Experimental	3	TypeScript
38	s2t2/ml-music-2023 Artist Similarity Mapping	15	Experimental	2	HTML
39	emadibrahim159/Spotify-Data-Analysis-EDA-Project 📊 Analyze Spotify track data to uncover insights on popularity and audio...	15	Experimental	1	Jupyter Notebook
40	Thomas-George-T/Prediciting-Hits-on-Spotify Predicting hit songs on Spotify by classifying 40,000 songs using Machine Learning	14	Experimental	10	Jupyter Notebook
41	EMZEDI/Mixerify Music recommendation ML model	14	Experimental	9	Jupyter Notebook
42	kubaamarczak/music-recommendation-system Content-based music recommendation system using Spotify audio features, PCA,...	14	Experimental	—	Jupyter Notebook
43	amandayal3/spotify-popularity-analysis End-to-end Spotify data analysis using Python — EDA, statistics & ML	14	Experimental	—	Jupyter Notebook
44	fmcapati/spotify_unwrapped This project explores the audio features that drive Spotify's popularity...	14	Experimental	—	Jupyter Notebook
45	Bympxxx/Song-Quotes-Recommender 🎵 Recommend songs and motivational quotes based on your mood with this...	14	Experimental	—	Python
46	Chaitanyarai899/Symphony-WebandML A full-stack project which utilizes Frontend and Backend development,...	14	Experimental	7	Jupyter Notebook
47	CodeByPinar/Spotify_Trends_2023_Analysis Exploring Spotify's latest trends, top songs, genres, and artists using...	14	Experimental	10	Jupyter Notebook
48	Kraiphop/Fairness-Aware-Music-Recommender 🎵 Build a fairness-aware music recommender that balances accuracy and bias,...	14	Experimental	—	Python
49	pdrzxzz/spotify-tracks A machine learning project comparing K-NN, LVQ, and SVM models on the...	11	Experimental	—	Jupyter Notebook
50	boyeshenry-byte/Spotify-popularity-predictor Analyzing 25k+ Spotify songs to predict popularity from audio features \|...	11	Experimental	—	Jupyter Notebook
51	mudabbir525/Music-Recommendator This is Content based music recommendation system. I have used both audio...	11	Experimental	2	Python