music-recommender

Music recommendation experiments

Bring up the DB

Stop your local mongo service:

sudo service mongod stop

Then run the dockerized mongo

pipenv run mongo

To download data from last.fm, use:

pipenv run ./download_lastfm.py

Then, to download acoustic info for each song from spotify, run

pipenv run ./download_spotify.py

I'm switching to conda. To activate the environment, run:

conda activate music-recommender

Use one of the commands in recommender/app/commands, for example:

pipenv run python recommender/app/commands/train_max_likelooh_recommender.py

If using conda, first activate the env, and then run the command as usual

python recommender/app/commands/run_msd_recommendation.py