Convolutional Monge Mapping Normalization for learning on Sleep data

This repository is the official implementation of Convolutional Monge Mapping Normalization for learning on Sleep data. This project propose a example of the method applied to Physionet data available on MNE-python.

Install package from source

git clone https://github.com/tgnassou/cmmn.git
cd cmmn

In a dedicated Python env, run:

pip install -e .

Install pyTorch

Follow the instructions from pyTorch website.

Install skorch

With pip:

pip install skorch