Get the MedleyDB dataset Fill in the download request form at: http://medleydb.weebly.com/download-form.html
Put it in ~/datasets The init file of the DeepInstruments package assumes that your MedleyDB is in the ~/datasets/ folder.
Install the MedleyDB package git clone https://github.com/rabitt/medleydb.git cd medleydb pip install -e . export MEDLEYDB_PATH=$HOME/datasets/MedleyDB medleydb-export
Generate dataset for single instruments import DeepInstruments as di di.wrangling.export_singlelabel_dataset()
Install a bleeding-edge version of Theano sudo pip install git+git://github.com/Theano/Theano.git