Théo Verhelst's repositories
ulb-mlg-time-series-impact
Repository for the ULB-MLG team to the CodeVsCovid19 hackaton, assessing the causal impact of policy using time series analysis
Causal-Playground
Implementation of fundamental causality algorithms and models
Uplift-Predictive-Paper
Code for the paper "Uplift vs. Predictive Modeling: a Theoretical Analysis"
Big-Data-Analytics-INFOH515-202223
INFOH515 - Big Data : Distributed Data Management and Scalable Analytics - Université Libre de Bruxelles - Material for the exercise classes
Churn-Uplift-Dataset-Paper
Code for the paper "A churn prediction dataset from the telecom sector: a new benchmark for uplift modeling"
Big-Data-Analytics-INFOH515
INFOH515 - Big Data : Distributed Data Management and Scalable Analytics - Université Libre de Bruxelles - Material for the exercise classes
Causality-in-Churn
Code for the article "Does causal reasoning help preventing churn?"
Counterfactual-uplift-bounds
Code for the paper "Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment" published in the Machine Learning Journal
INFO-F-208
Project for the INFO-F-208 class
SimpleOthelloNet
Heuristic evaluation of Othello board by multi-layer perceptron for effective 1-ply tree search (the more keywords the merrier)
The-Great-Unicorn-Hunt
Advanced Machine Learning coursework, by The Unicorn Hunters
theoverhelst.com
My homepage
fraud-detection-handbook
Machine Learning for Credit Card Fraud Detection - Practical Handbook
GameOfLife
A simple Game of Life implementation
jmlr_plug_and_play
JMLR paper
Master-Thesis
Churn Prediction and Causal Analysis - Master thesis LaTeX source and PDF
Resume-INFO-F-310
Résumé du cours d'Algorithmique et Recherche Opérationnelle