A toolbox for multivoxel pattern analysis

This is a high level MVPA toolbox built on top of brainiak, sklearn, scipy, etc.

Functionalities:

• Representational Similarity Analysis

  • within-subject RSA
  • inter-subject RSA
  • 2nd order correlation
  • intersubject correlation

• Factor Models

  • Shared response modeling
  • Principal component analysis
  • Auxiliary methods such as 1-step detSRM

• Classifications

  • SVM with inner-loop cross-validation

• Utils

  • group train-test split

Install:

• This package is designed to adapt to my own workflow, but if you would like to use it, simply pip install qmvpa

Links:

• PyPI link