NicolasGensollen / nilearn-dev-days-2021-introduction

Materials for introduction and what's new session of the 2021 Nilearn Dev-days

Nilearn Dev-days 2021 Introduction and What's new

This repo holds the materials for the introduction and what's new session of the 2021 Nilearn Dev-days.

Content

Introduction

TODO

What's new?

This describes the new functionalities that have been added since the 2020 coding sprint. Basically, the additions from releases 0.7.0 and 0.7.1.

New module GLM

Nistats has been merged into Nilearn, resulting in this GLM module.

New Decoder object

Nilearn now proposes a Decoder object to simplify decoding tasks.

New FREM object

Nilearn now has a FREMClassifier for classification tasks, and a FREMRegressor for regression tasks.

New plotting functions and mosaic mode

Nilearn now has a bunch of new plotting capabilities.

DiFuMo atlas

Nilearn now has a fetcher to download Dictionaries of Functional Modes, or “DiFuMo”, that can serve as atlases to extract functional signals with different dimensionalities (64, 128, 256, 512, and 1024).

Contact

Nicolas Gensollen, [e-mail].