Brain Mapping and Visualization
Tools for displaying brain maps from Nifti-like images using matplotlib and plotly.
Statistical and Machine Learning Algorithms
Includes SearchLight, SpaceNet classifiers and regressors, and linear models for decoding brain data.
Automatic Dataset Fetching
Helper functions to download preprocessed neuroimaging datasets such as ABIDE, ADHD, and Haxby.
Brain Atlas and Parcellation Support
Supports AAL templates, Yeo 2011 parcellations, Power atlas (264 ROIs), and Seitzman atlas (300 ROIs).
Integration with Python Ecosystem
Compatible with pandas and scikit-learn for data extraction and machine learning workflows.