adanlbenito / iil-python-tools

Simple Python app to host a Pytorch model and send/receive OSC messages

Structure

• iipyper: python package for easy MIDI, OSC, event loops
• notochord: python package for defining+training pytorch RNN models
  • notebooks: jupyter notebooks
  • scripts: helper scripts for training, data preprocessing etc
• examples:
  • iipyper: basic usage for iipyper
  • notochord: interactive MIDI apps with notochord and SuperCollider
  • bela: Bela examples in C++, Pure Data and so on
  • faust: Faust examples
  • tidalcycles TidalCycles examples
  • puredata: Pure Data examples

Setup

conda env create -f environment.yml
conda activate iil-python-tools
pip install -e notochord
pip install -e iipyper

notochord

Train a model

python notochord/scripts/lakh_prep.py --data_path /path/to/midi/files --dest_path /path/to/data/storage
python notochord/train.py --data_dir /path/to/data/storage --log_dir /path/for/tensorboard logs --model_dir /path/for/checkpoints train

Run OSC app

python examples/notochord/server.py --checkpoint /path/to/my/model.ckpt

step through examples/notochord/generate.scd in SuperCollider IDE

Develop

add new dependencies to environment.yml, then run:

conda env update -f environment.yml