mtrf 1.2.0

Tools for modeling brain responses using (multivariate)temporal response functions.

mTRFpy - multivariate linear modeling

This is an adaptation of the matlab mTRF-toolbox using only basic Python and Numpy. It aims to implement the same methods as the original toolbox and advance them. This documentation provides tutorial-like demonstrations of the core functionalities like model fitting, visualization and optimization as well as a comprehensive reference documentation.

Installation

You can get the stable release from PyPI::

pip install mtrf 

Or get the latest version from this repo::

pip install git+https://github.com/powerfulbean/mTRFpy.git 

While mTRFpy only depends on numpy, matplotlib is an optional dependency used to visualize models. It can also be installed via pip::

pip install matplotlib

We also provide an optional interface to MNE-Python so it might be useful to install mne as well.

Getting Started

For a little tutorial on the core features of mTRFpy, have a look at our online documentation