junifer
Neuroimaging feature extraction
junifer (JUelich NeuroImaging FEature extractoR) is a data handling and feature extraction library for neuroimaging data, especially functional MRI.
It takes care of the steps between raw datasets and machine learning: fetching the data, preprocessing it, computing features (markers) and storing the results. It also includes ready-made configurations for common computing clusters. Each step is a separate, replaceable component, so the library is easy to extend with new datasets and features.
junifer is developed and maintained at the Applied Machine Learning group at Forschungszentrum Jülich.
pip install junifer