anguilla (Documentation)
anguilla is a mapping and interactive machine learning package for digital musical instrument design in Python.
This is an early stage project. Currently, the main interface is the IML class, which allows adding input-output pairs (IML.add) and subsequently mapping points in the input space to outputs (IML.map).
anguilla is designed to be modular and hackable. An IML object is composed of several exchangeable parts:
- an
Embeddingembeds input points into a feature space - an
NNSearchimplements nearest-neighbor search in the feature space - an
Interpolatecombines a set of output points using the distances of their corresponding input points from a neighboring query point.
anguilla server will expose the Python API over Open Sound Control (OSC) using iipyper.
For examples and tutorials of how to use anguilla, see our examples repo (TBC).
anguilla can be installed from PyPI:
pip install anguilla-imlSee the iil-dev repo for a recommended dev environment.
It's also possible to develop anguilla in isolation. You will need Poetry and your Python environment manager of choice. With conda, for example:
conda create -n anguilla-env python=3.10 poetry
conda activate anguilla-envthen:
git clone git@github.com:Intelligent-Instruments-Lab/anguilla.git
cd anguilla
poetry installanguilla is developed by the Intelligent Instruments Lab. Get in touch to collaborate:
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The Intelligent Instruments project (INTENT) is funded by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (Grant agreement No. 101001848).