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Mapalign

Project description

[![Build Status](https://travis-ci.org/satra/mapalign.svg?branch=master)](https://travis-ci.org/satra/mapalign)

This repo implements diffusion map based embedding [1] and alignment [2] algorithms.

[1] http://dx.doi.org/10.1016/j.acha.2006.04.006

[2] Langs, Golland and Ghosh (2015) Predicting Activation Across Individuals with Resting-State Functional Connectivity based Multi-Atlas Label Fusion. MICCAI.

This package also provides a scikit-learn compatible DiffusionMapEmbedder.

For documentation see this [Jupyter notebook](docs/dmap_intro.ipynb)

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