Gael Varoquaux

scikit-learn-tutorial. Applied Machine Learning in Python with scikit-learn

sklearn_pandas_tutorial. EuroScipy 2014 tutorial: Introduction to predictive analytics with pandas and scikit-learn

interpreting_ml_tuto. Tutorial on interpreting and understanding machine learning models

stats_in_python_tutorial. Material for the statistics in Python tutorial

sklearn_europython_2014. Scikit-learn Tutorial at EuroPython 2014

canica. Canonical ICA for fMRI

ml_med_imaging_failures. Failures in machine learning for medical imaging

sklearn_ensae_course. Materials for a course on scikit-learn at ENSAE

scikit-learn. scikit-learn: machine learning in Python

scipy-tutorials. SciPy tutorials. This is outdated, check out scipy-lecture-notes

my_topics. Topics of conferences

scipy-lecture-notes. Notes used to give tutorials

skrub_presentation_2025. presentation material for a talk at Python Exchange on skrub

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

cross_val_experiments. Python

cross_validation_failure. Code for the paper on cross-validation failure

nipeep. Lighweight and imperative usage of nipype

gaelvaroquaux.github.io. My website

nilearn. NeuroImaging with the Scikit-learn: fMRI inverse inference tutorial

nipy. Neuroimaging in python

paradoxical_commandments. A PDF (LaTeX generated) of the paradoxical commandments

tmp_complete_linkage. Ongoing work for fancy complete linkage

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

test-split-prediction-models. Evidence for prediction requires separating train and test data

word_cloud. A little word cloud generator in Python

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

smithy. Tool for running pipelines.

AIMS_sklearn. A short course on scikit-learn at AIMS Rwanda

retreat_2021_election_data. Python

monologue. Python

skrubview. Prototype: text and HTML reports on the contents of a dataframe

skrub. Prepping tables for machine learning

traitsui. Python

L1_test. Python

scikit-signal. A scikit for signal processing