Melodex

ML system to automatically categorize Spotify songs.

Setup

1. pip install -r requirements.txt
2. Create Spotify app: https://developer.spotify.com
3. .env with SPOTIPY_CLIENT_ID, SPOTIPY_CLIENT_SECRET and SPOTIPY_REDIRECT_URI
4. python extract_dataset.py (first time)
5. python train_model.py
6. python suggest.py

Weekly Usage

• python suggest.py (categorize new songs)
• python extract_dataset.py + python rain_model.py (retrain)