gaelvaroquaux Goto Github PK

advanced_sklearn_tuto

A "from zero to hero" scikit-learn tutorial, targeted at technical folks but not machine learning savy

aims_sklearn

A short course on scikit-learn at AIMS Rwanda

apt-source-whitelist

Whitelist of apt sources approved for build environments with restricted sudo

canica

Canonical ICA for fMRI

cite-software

Citing software and how to measure it.

comparingconnectomes

A review of methods for comparing connectomes

confound_prediction

Confound-isolating cross-validation approach to control for a confounding effect in a predictive model.

course-materials-2020

Materials for the 2020 NeuroDataScience Course (McGill QLS612)

covid-dashboard

Currently skunkwork status, please do not advertise on social media. But help welcomed.

cross_val_experiments

cross_validation_failure

Code for the paper on cross-validation failure

dask

Task scheduling and blocked algorithms for parallel processing

dev-days-2020

Web site for the Nilearn Dev Days, May 2020

diffusion-segmentation

A collection of image segmentation algorithms based on diffusion methods

difumo

Dictionary of Functional Modes for brain imaging

distributed

Distributed computation in Python

enhancement_proposals

Enhancement proposals for scikit-learn: structured discussions and rational for large additions and modifications

euroscipy2012_document

euroscipy_2022_evaluation

example

This an example app that can serve as a template.

frontiers2013

Paper for special issue "Python in Neurosciences II"

gaelvaroquaux.github.io

My website

group_lasso

interpreting_ml_tuto

Tutorial on interpreting and understanding machine learning models

joblib

Python function as pipeline jobs. THIS IS NOT THE MAIN REPO!

l1_test

mayavi

ml_med_imaging_failures

Failures in machine learning for medical imaging

monologue

my_topics

Topics of conferences