NLTools is a Python package for analyzing neuroimaging data. It is the analysis engine powering neuro-learn There are tools to perform data manipulation and analyses such as univariate GLMs, predictive multivariate modeling, and representational similarity analyses. It is based loosely off of Tor Wager’s object-oriented Matlab toolbox and leverages much code from nilearn and scikit-learn

Watch a video in which Dr. Eshin Jolly, PhD outlines some of the design principles behind nltools at SciPy 2020.

Learn how to use nltools with hands on tutorials:

  • DartBrains is an introductory neuroimaging analysis course that uses nltools.

  • Naturalistic-Data is a course covering advanced methods for analyzing naturalistic data. Many of the tutorials use functions from nltools.