Gilles Louppe's repositories
talk-pydata2015
Talk on "Tree models with Scikit-Learn: Great learners with little assumptions" presented at PyPata Paris 2015
kaggle-marinexplore
Code for the Kaggle Marinexplore challenge
tutorial-sklearn-lhcb
Tutorial "An introduction to Machine Learning with Scikit-Learn", presented at CERN
scikit-learn
scikit-learn: machine learning in Python
kaggle-solar-energy
Code for the Kaggle Solar Energy Prediction challenge
paper-variable-importances-nips2013
Repository for the paper "Understanding variable importances in forests of randomized trees"
kaggle-higgs
Code for the Kaggle Higgs Boson challenge
talk-disambiguation-inspire
Talk on "Machine Learning for Author Disambiguation" presented at Inspire weekly meeting
tutorial-pydata2014
IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"
tutorial-sklearn-scipy2013
Scikit-learn tutorials for the Scipy 2013 conference
kaggle-connectomics
Code for the Kaggle Connectomics challenge
paper-connectomics
Repository for the paper "Simple connectome inference from partial correlation statistics in calcium imaging"
talk-aleph-workshop2015
Talk on "Pitfalls of evaluating a classifier's performance in high energy physics applications" presented at the ALEPH workshop, NIPS, December 2015
talk-cds2014
Talk on "Scikit-Learn in Particle Physics" presented at Telecom ParisTech
talk-classification-control-channel
Talk on "Classification with a control channel" presented at CERN, October 2015
talk-sklearn-mloss-nips2013
Talk on "Scikit-Learn: ML in the Python ecosystem" presented at the NIPS 2013 MLOSS workshop
paper-scikit-learn-magazine
Collaborative work on scikit-learn SigMobile entry
paper-sklearn-api
Paper by scikit-learn contributers for ECML/PKDD 2013 conference
talk-euroscipy2014
Talk on "Accelerating Random Forests in Scikit-Learn" presented at EuroScipy 2014