NLTools ======= .. image:: https://img.shields.io/pypi/v/nltools.svg :target: https://pypi.org/project/nltools/ .. image:: https://github.com/cosanlab/nltools/actions/workflows/auto_formatting_tests_and_coverage.yml/badge.svg :target: https://github.com/cosanlab/nltools/actions/workflows/auto_formatting_tests_and_coverage.yml .. image:: https://codecov.io/gh/cosanlab/nltools/branch/master/graph/badge.svg :target: https://codecov.io/gh/cosanlab/nltools .. image:: https://app.codacy.com/project/badge/Grade/f118dc39e5df46d28e80d0d326721cbb :target: https://app.codacy.com/gh/cosanlab/nltools/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade .. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.2229813.svg :target: https://doi.org/10.5281/zenodo.2229813 .. image:: https://img.shields.io/badge/python-3.7%20%7C%203.8-blue :target: https://nltools.org .. image:: https://img.shields.io/badge/platform-linux%20%7C%20osx%20%7C%20win-blue :target: https://nltools.org `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. .. raw:: html
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.