Metadata-Version: 2.1
Name: PermCCA
Version: 0.1.0
Summary: A permutation-based CCA analysis toolbox
Home-page: https://github.com/Wetiqe/PermCCA
Author: Neil Jianzhang Ni
Author-email: jzni132134@gmail.com
Classifier: Development Status :: 1 - Planning
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Description-Content-Type: text/markdown

# A Permutation-Based CCA Analysis Toolbox
**Currently Testing Against the matlab version**

Reference: Winkler AM, Renaud O, Smith SM, Nichols TE. Permutation Inference for Canonical Correlation Analysis. NeuroImage. 2020; 117065

* Returns similar results as the matlab version
* Robust than matlab version thanks to the 'nipals' method in sklearn
* TODO: ADD support for covariates
