Gilles Vandewiele's repositories
Wordle-Bot
An entropy-based strategy to wordle
covid19-mrna-degradation-prediction
Fourth place solution to the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" organized by Stanford University and Kaggle
EHG-Oversampling
Reproducing feature engineering & oversampling experiments on TPEHG DB and assessing the real impact of over-sampling
pyShapelets
A python library that implements different algorithms to extract shapelets from timeseries
google-brain-ventilator
Winning solution of the Kaggle "Google Brain - Ventilator Pressure Prediction" competition
Liverpool-Ion-Switching
Third place solution to the "University of Liverpool - Ion Switching" Kaggle competition
WalkExperiments
Code to reproduce the experiments in "Evaluating Walking Strategies for Node Embeddings in Knowledge Graphs"
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
TrainingLoadCalculator
Calculate various training load metrics for duration sports such as cycling and running, given a workout file.
aisports-bomberman
Our solution to the AISports Bomberman Challenge
Algorithms_Blog
The code & test cases for my blog posts on algorithms & datastructures
awesome-2vec
Curated list of 2vec-type embedding models
dreamloot
Little utility to help calculate the worth of your loot on Medivia Online and where to sell it.
dungeons-and-data-structures
Dungeons & Data Structures Game Environment for the AI Sports Challenge 2020
EHG-Prebirth
Classifying whether someone will give labor prematurely or not based on EHG signals, using deep learning techniques.
GillesVandewiele
My Website
GillesVandewiele.github.io
A blog about my research results
Hexatron-Bot
My bot for the game Hexatron, a variant of the tron game on a hexagonal grid.
kgbench
A set of benchmark repositories for node classification on knowledge graphs.
KMBlog
Knowledge Management blog
powershap
A power-full Shapley feature selection method.
PyLoOP
A Python 3 implementation of LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
python-louvain
Louvain Community Detection
Rinse-Over-Run
Code for "Rinse Over Run" competition, hosted on DrivenData
RR-GCN
Code for "R-GCN: The R Could Stand for Random"
sklearn-genetic
Genetic feature selection module for scikit-learn
Tetris
Tetris implementation in Python
tslearn
A machine learning toolkit dedicated to time-series data