UC Berkeley team's submission for RecSys Challenge 2018

• UpdatedMay 4, 2018
• Jupyter Notebook

Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet

• UpdatedDec 8, 2022
• Python

• UpdatedJul 5, 2018
• Jupyter Notebook

In this project, I create a recommendation algorithm to give song recommendations on Spotify.

• UpdatedMar 28, 2021
• Jupyter Notebook

This is Content based music recommendation system. I have used both audio features and lyrics (text based) features for recommending most similar songs to a given query song.

• UpdatedJun 25, 2021
• Python

Web app for custom Spotify playlists based on track audio properties such as danceability, energy, tempo & your personal Spotify listening analysis

• UpdatedApr 9, 2023
• Python

A simple song recommendation engine using K-Nearest Neighbors with the Spotify Music Dataset

• UpdatedFeb 28, 2023
• Jupyter Notebook

My first end-to-end project, using Web Scraping with BeautifulSoup and Spotify API. Clustering songs based on its audio features.

• UpdatedJan 13, 2021
• Jupyter Notebook

A Prolog song recommender

• UpdatedJan 26, 2025
• Prolog

Song Recommendation using K-NN.

• UpdatedJun 7, 2020
• Python

This is Content based music recommendation system. I have used both audio features and lyrics (text based) features for recommending most similar songs to a given query song.

• UpdatedAug 2, 2023
• Python

Spotify Playlist Generator

• UpdatedNov 14, 2022
• JavaScript

SpotifySongRecommender is a C++ project for analyzing and recommending songs. It includes features like recommending songs and artists based on musical genres, and generating popularity rankings by artist or genre.

• UpdatedOct 22, 2024
• C++

A website which suggest songs on the basis of the recognized facial emotion.

• UpdatedOct 9, 2018
• JavaScript

Sangeet.com made use of Spotify API to get songs recommendations and provide link so that you can enjoy more fresh songs. Made using html, css, node, express with help of Postman

• UpdatedJun 27, 2024
• JavaScript

Machine Learning Algorithms using GraphLab

• UpdatedNov 21, 2017
• Jupyter Notebook

A mac-based song analyzer application built to classify and play songs based on your mood.

• UpdatedMay 19, 2021

The best trvia app for music lovers, boasting the ability to retrive songs realtime based on the users spotify taste profile! Allows multiple users to log in or even select songs based on your favourite artists.

• UpdatedMar 21, 2024
• Python

I analysed a dataset obtained from last.fm to recommend the next songs a user is likely to hear. Used NearestNeighbor algorithm for predictive analysis.

• UpdatedNov 23, 2018
• Jupyter Notebook

A comprehensive song recommender system. Features include scraping Billboard Hot 100, processing the Million Song Subset, clustering with KMeans/DBScan, and a Streamlit app for generating music recommendations.

• UpdatedJan 13, 2025
• Jupyter Notebook