Gilles Vandewiele

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

COVID-KG. Creating a Knowledge Graph of 44000 COVID-19 scholarly articles

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

FootballPredictor. Machine learning to predict the outcome of a football game, multiplying the resulting probabilities with bookie ratings to find optimal bets.

AnomalyDetection. A collection of different outlier detection algorithms, applied on several benchmark datasets

WalkExperiments. Code to reproduce the experiments in "Evaluating Walking Strategies for Node Embeddings in Knowledge Graphs"

SpitsGidsREST. REST API for Machine Learning Classifier for Spitsgids

TrafficSignRecognizer. Machine Learning project: recognize the traffic signs on the images. A lot of feature engineering, a linear model, a neural network and a convolutional network. Written in Python

ConsistencyChecking. Jupyter Notebook

TrainingLoadCalculator. Calculate various training load metrics for duration sports such as cycling and running, given a workout file.

best-of-ml-python. 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Visualizations-For-The-Curious. A webapplication + cleansing script to visualize data in a generic manner

COAT. COntext Adaptive Trainer - Adapting training schemes based on physiological and environmental context.