This Synth1 Bank Does Not Exist

Local man tries to learn PyTorch before going to graduate school.

How to Use

1. create_csv.ipynb is used to generate a CSV file from the big folder of presets synth_patches
2. The first half offeature_engineering.ipynb cleans up the data, normalizes it, and puts it in a form to be fed into the model.
3. synth_gan_gp.ipynb takes that normalized data, trains a WGAN GP on it, and spits out generated batches in wgan_gp_final
4. The second half of feature_engineering.ipynb has some code to turn a .csv file in wgan_gp_final into a Synth1 Preset folder that you can load into Synth1.