glouppe/dats0001-foundations-of-data-science

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glouppe/dats0001-foundations-of-data-science

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Materials for DATS0001 Foundations of Data Science, ULiège

info8010-deep-learning

Lectures for INFO8010 Deep Learning, ULiège

Jupyter Notebook

phd-thesis

Repository of my thesis "Understanding Random Forests"

info8006-introduction-to-ai

Lectures for INFO8006 Introduction to Artificial Intelligence, ULiège

Jupyter Notebook

tutorials-scikit-learn

Scikit-Learn tutorials

Jupyter Notebook

info8004-advanced-machine-learning

Lectures for INFO8004 Advanced Machine Learning, ULiège

info8002-large-scale-data-systems

Lectures for INFO8002 - Large-scale Data Systems, ULiège

talk-pydata2015

Talk on "Tree models with Scikit-Learn: Great learners with little assumptions" presented at PyPata Paris 2015

recnn

Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"

Jupyter Notebook

paper-learning-to-pivot

Repository for the paper "Learning to Pivot with Adversarial Networks"

Jupyter Notebook

talk-bayesian-optimisation

Talk on "Bayesian optimisation", beginner level

Jupyter Notebook

talk-template

Template for talks in remark+KaTeX.

paper-author-disambiguation

Repository for the paper "Ethnicity sensitive author disambiguation using semi-supervised learning"

notebooks

Random fiddling stored in notebooks

Jupyter Notebook

ssi2023

kaggle-marinexplore

Code for the Kaggle Marinexplore challenge

flowing-with-jax

Jupyter Notebook

paper-avo

Repository for the paper "Adversarial Variational Optimization of Non-Differentiable Simulators"

tutorial-sklearn-lhcb

Tutorial "An introduction to Machine Learning with Scikit-Learn", presented at CERN

proj0016-big-data-project

Materials for PROJ0016 - Big data project

Jupyter Notebook

tutorials-iml2017

Jupyter Notebook

baby-copilot

An experimental AI system that can autonomously fix and improve code

talk-learning-to-pivot

Talk on "Learning to Pivot with Adversarial Networks"

lectures-iccub-2016

Machine learning lectures given as part of ICCUB 2016 http://icc.ub.edu/congress/ICCUB_DM_SCHOOL

talk-lfi-effectively

kaggle-solar-energy

Code for the Kaggle Solar Energy Prediction challenge

iaifi-summer-school-2024

Jupyter Notebook

covid19be

Jupyter Notebook

ggi-deep-learning

Jupyter Notebook

paper-variable-importances-nips2013

Repository for the paper "Understanding variable importances in forests of randomized trees"

lecture-dlvm

Jupyter Notebook

cv

Curriculum vitae

talk-disambiguation-inspire

Talk on "Machine Learning for Author Disambiguation" presented at Inspire weekly meeting

kaggle-higgs

Code for the Kaggle Higgs Boson challenge

glouppe.github.io

Source of http://glouppe.github.io

talk-teaching-machines-to-discover-particles

Talk on "Teaching machines to discover particles"

talk-physai

talk-eccv2024

talk-qcd-rnn

Talk on "QCD-aware recursive neural networks for jet physics"

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-aleph-workshop2015

Talk on "Pitfalls of evaluating a classifier's performance in high energy physics applications" presented at the ALEPH workshop, NIPS, December 2015

Jupyter Notebook

talk-ariac-wp3

talk-popular-science-ai

talk-gap2024