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 58 spotify music recommendation frameworks tracked. 1 score above 50 (established tier). The highest-rated is ucalyptus/Spotify-Recommendation-Engine at 50/100 with 261 stars.

Get all 58 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	ucalyptus/Spotify-Recommendation-Engine Music Recommender System	50	Established	261	Jupyter Notebook
2	ronibandini/reggaetonBeGone Detects reggaeton genre with Machine Learning and sends packets to disable...	46	Emerging	969	Python
3	pooranjoyb/BeatBridge A Music Player with a Clustering based Recommendation Engine utilizing Spotify API	44	Emerging	37	JavaScript
4	mattmurray/music_recommender Music recommender using deep learning with Keras and TensorFlow	42	Emerging	546	Jupyter Notebook
5	maurocastermans/now-playing Raspberry Pi application that detects music with ML, identifies it using...	42	Emerging	13	Python
6	Dodelidoo-Labs/sonobarr Music discovery tool that integrates with Lidarr and provides...	41	Emerging	346	Python
7	Brice-Vergnou/spotify_recommendation Finding which songs I like or not based on songs statistics	37	Emerging	17	Jupyter Notebook
8	ChicoState/djsongmatch A web-based tool for DJs to curate seamless sets faster. Recommends song...	36	Emerging	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...	33	Emerging	7	Jupyter Notebook
10	areevesman/spotify-wrapped Using Python to perform data visualization and machine learning on the...	33	Emerging	39	Jupyter Notebook
11	gabrycina/spotify-clone A fully functional Spotify clone! 🎧	32	Emerging	5	JavaScript
12	zapperment/zapperment Smooth background music for coding, remixed with machine learning	32	Emerging	12	JavaScript
13	yashrajkakkad/song-popularity-prediction Song Popularity Prediction Using Machine Learning Algorithms	31	Emerging	18	Jupyter Notebook
14	indranil143/Hybrid-Music-Recommendation-System MelodyMind offers personalized music recommendations, from a real-time...	31	Emerging	26	Jupyter Notebook
15	virajbhutada/music-recommendation-system This project is designed to provide personalized music recommendations for...	31	Emerging	4	Jupyter Notebook
16	gdgocjgec/Rhythm-Finder ML-powered Music Recommendation Engine	30	Emerging	25	Jupyter Notebook
17	Zener085/music-recommendation-system-tutorial Tutorial how to implement music recomendation system using GNN	30	Emerging	6	Jupyter Notebook
18	BobbyWilt/Spotify_Song_Recommender This project leverages spotify's api and provided user playlists to create...	27	Experimental	32	Jupyter Notebook
19	BatuhanSeremet/Spotify-DataAnalysis Analysis and clustering of popular songs and their attributes using Spotify API.	27	Experimental	8	Jupyter Notebook
20	Hguimaraes/learnfy [REPO] Create a music genre dataset (metadata or audio) for classification...	27	Experimental	12	JavaScript
21	Music-Recommendation-Engine-Project/Music-Recommendation-Engine Music Recommendation System	27	Experimental	13	Python
22	faizancodes/Spotify-ML-Music-Recommendations Music recommendations based on your favorite artists and songs powered by...	27	Experimental	7	Python
23	matthamil/Brainify 🤓 Using machine learning to build better Spotify playlists 🎸	26	Experimental	9	JavaScript
24	nuraz12/ShakeIt-Music-Recommendation 🎶 Discover personalized music suggestions with ShakeIt, a terminal-based...	25	Experimental	1	Python
25	cyberquill/Riyaaz A content-based music recommendation system, that suggests playlists made...	24	Experimental	4	Jupyter Notebook
26	pmsosa/Soundcloud-Spam-Analysis 🎼 SoundCloud spam/bot account analysis	23	Experimental	4	JavaScript
27	lebrancconvas/Big-Music-Hit (WIP) Using Machine Learning in Web Application for recommeding songs based...	23	Experimental	3	TypeScript
28	fatimaaalaoui/Intelligent-Music-Streaming-System-with-AI-Recommendations AI-powered music streaming platform that delivers personalized song, artist,...	22	Experimental	1	JavaScript
29	MissawB/SonicMatch Une plateforme interactive combinant le Machine Learning (XGBoost, Stacking)...	22	Experimental	—	Jupyter Notebook
30	s2t2/ml-music-2023 Artist Similarity Mapping	22	Experimental	2	HTML
31	EMZEDI/Mixerify Music recommendation ML model	21	Experimental	9	Jupyter Notebook
32	CodeByPinar/Spotify_Trends_2023_Analysis Exploring Spotify's latest trends, top songs, genres, and artists using...	21	Experimental	10	Jupyter Notebook
33	Thomas-George-T/Prediciting-Hits-on-Spotify Predicting hit songs on Spotify by classifying 40,000 songs using Machine Learning	21	Experimental	10	Jupyter Notebook
34	Kaustav2500/music-recommender-with-audio-recognition The is a music recommender with audio recognition system. The master branch...	21	Experimental	—	Jupyter Notebook
35	guidasneves/spotify_recsys End-to-end Spotify recommendation system	21	Experimental	—	Jupyter Notebook
36	emadibrahim159/Spotify-Data-Analysis-EDA-Project 📊 Analyze Spotify track data to uncover insights on popularity and audio...	19	Experimental	1	Jupyter Notebook
37	mudabbir525/Music-Recommendator This is Content based music recommendation system. I have used both audio...	18	Experimental	2	Python
38	Aditya020224/Music-Recommendation-System Music-Recommendation-System (Customizable).For code just change your branch...	16	Experimental	2	—
39	Kraiphop/Fairness-Aware-Music-Recommender 🎵 Build a fairness-aware music recommender that balances accuracy and bias,...	14	Experimental	—	Python
40	kubaamarczak/music-recommendation-system Content-based music recommendation system using Spotify audio features, PCA,...	14	Experimental	—	Jupyter Notebook
41	fmcapati/spotify_unwrapped This project explores the audio features that drive Spotify's popularity...	14	Experimental	—	Jupyter Notebook
42	amandayal3/spotify-popularity-analysis End-to-end Spotify data analysis using Python — EDA, statistics & ML	14	Experimental	—	Jupyter Notebook
43	boyeshenry-byte/Spotify-popularity-predictor Analyzing 25k+ Spotify songs to predict popularity from audio features \|...	13	Experimental	—	Jupyter Notebook
44	pdrzxzz/spotify-tracks A machine learning project comparing K-NN, LVQ, and SVM models on the...	13	Experimental	—	Jupyter Notebook
45	Bympxxx/Song-Quotes-Recommender 🎵 Recommend songs and motivational quotes based on your mood with this...	13	Experimental	—	Python
46	aashnadoshi2/Spotify-Hit-Predictor Spotify Genre Hit Predictor forecasts song popularity using genres and audio...	12	Experimental	6	Jupyter Notebook
47	ludmuniz/Spotify-2024-Data-Analysis An data science project analyzing Spotify's most streamed songs of 2024....	12	Experimental	4	Jupyter Notebook
48	shraddhapattnaik/Create-A-Playlist-Using-Spotipy Using Spotipy (Spotify Api) and data science techniques, create a playlist...	12	Experimental	7	Jupyter Notebook
49	felitrejos/spotify-tracker Web app that uses Spotify API to provide users with personalized...	12	Experimental	2	TypeScript
50	Saumya-svm/Spotify-Recommender-Heroku-App This Recommendation system will use your playlist and your friend’s playlist...	12	Experimental	5	HTML
51	d-elicio/Music-Recommender-System-from-scratch Design and implementation from scratch of different models for a musical...	12	Experimental	6	Jupyter Notebook
52	ludocomito/Banger-Detector Banger Detector is an Open-Source project that aims to create a service to...	11	Experimental	—	—
53	SchrammAC/AnythingMixtapeApp Repository for AnythingMixtape application	11	Experimental	—	JavaScript
54	Factral/spotify-song-recommender sistema de recomendación de canciones de spotify basado en gustos musicales	11	Experimental	4	Jupyter Notebook
55	IsraelAzoulay/TrackTelligence-Spotify-Popularity-Predictor A data science project analyzing Spotify song features through exploratory...	11	Experimental	—	HTML
56	IlijaMihajlovic/Random-Forest-Classification This project demonstrates how to build a Random Forest Classifier to predict...	10	Experimental	1	Jupyter Notebook
57	yennanliu/spotify_recommend_playlist Generate suggested song playlists via "Tinder like process". Leverage...	10	Experimental	2	JavaScript
58	AlexFierro9/Music-Bot-Demo Using state of the art Sequential Models and Last.fm's api's to get the...	10	Experimental	2	JavaScript

Comparisons in this category

Spotify-Recommendation-Engine and Spotify-ML-Music-Recommendations (50 vs 27)