GillesVandewiele
Hi, I'm Gilles! CPO @Optioryx . I like doing stuff with data & algorithms.
OptioryxGent
![[archived] IDLab Services](https://avatars.githubusercontent.com/u/19170176?v=4)
Pinned Repositories
COVID-KG
Creating a Knowledge Graph of 44000 COVID-19 scholarly articles
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
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
pyShapelets
A python library that implements different algorithms to extract shapelets from timeseries
Wordle-Bot
An entropy-based strategy to wordle
GENDIS
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
pyRDF2Vec
🐍 Python Implementation and Extension of RDF2Vec
tslearn
The machine learning toolkit for time series analysis in Python
GillesVandewiele's Repositories
GillesVandewiele/Wordle-Bot
An entropy-based strategy to wordle
GillesVandewiele/COVID-KG
Creating a Knowledge Graph of 44000 COVID-19 scholarly articles
GillesVandewiele/covid19-mrna-degradation-prediction
Fourth place solution to the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" organized by Stanford University and Kaggle
GillesVandewiele/EHG-Oversampling
Reproducing feature engineering & oversampling experiments on TPEHG DB and assessing the real impact of over-sampling
GillesVandewiele/pyShapelets
A python library that implements different algorithms to extract shapelets from timeseries
GillesVandewiele/google-brain-ventilator
Winning solution of the Kaggle "Google Brain - Ventilator Pressure Prediction" competition
GillesVandewiele/Liverpool-Ion-Switching
Third place solution to the "University of Liverpool - Ion Switching" Kaggle competition
GillesVandewiele/WalkExperiments
Code to reproduce the experiments in "Evaluating Walking Strategies for Node Embeddings in Knowledge Graphs"
GillesVandewiele/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
GillesVandewiele/TrainingLoadCalculator
Calculate various training load metrics for duration sports such as cycling and running, given a workout file.
GillesVandewiele/CV
My CV
GillesVandewiele/aisports-bomberman
Our solution to the AISports Bomberman Challenge
GillesVandewiele/Algorithms_Blog
The code & test cases for my blog posts on algorithms & datastructures
GillesVandewiele/awesome-2vec
Curated list of 2vec-type embedding models
GillesVandewiele/dreamloot
Little utility to help calculate the worth of your loot on Medivia Online and where to sell it.
GillesVandewiele/dungeons-and-data-structures
Dungeons & Data Structures Game Environment for the AI Sports Challenge 2020
GillesVandewiele/EHG-Prebirth
Classifying whether someone will give labor prematurely or not based on EHG signals, using deep learning techniques.
GillesVandewiele/GillesVandewiele
My Website
GillesVandewiele/GillesVandewiele.github.io
A blog about my research results
GillesVandewiele/Hexatron-Bot
My bot for the game Hexatron, a variant of the tron game on a hexagonal grid.
GillesVandewiele/kgbench
A set of benchmark repositories for node classification on knowledge graphs.
GillesVandewiele/LottieQuiz
Made simple quiz for Lottie her school project
GillesVandewiele/powershap
A power-full Shapley feature selection method.
GillesVandewiele/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].
GillesVandewiele/python-louvain
Louvain Community Detection
GillesVandewiele/Rinse-Over-Run
Code for "Rinse Over Run" competition, hosted on DrivenData
GillesVandewiele/RR-GCN
Code for "R-GCN: The R Could Stand for Random"
GillesVandewiele/sklearn-genetic
Genetic feature selection module for scikit-learn
GillesVandewiele/Tetris
Tetris implementation in Python
GillesVandewiele/tslearn
A machine learning toolkit dedicated to time-series data