Gilles Vandewiele (GillesVandewiele)

GillesVandewiele

Geek Repo

Company:Optioryx

Location:Gent

Home Page:www.gillesvandewiele.com

Twitter:@Gillesvdwiele

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Gilles Vandewiele's repositories

Wordle-Bot

An entropy-based strategy to wordle

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COVID-KG

Creating a Knowledge Graph of 44000 COVID-19 scholarly articles

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covid19-mrna-degradation-prediction

Fourth place solution to the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" organized by Stanford University and Kaggle

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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

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google-brain-ventilator

Winning solution of the Kaggle "Google Brain - Ventilator Pressure Prediction" competition

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Liverpool-Ion-Switching

Third place solution to the "University of Liverpool - Ion Switching" Kaggle competition

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WalkExperiments

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

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

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TrainingLoadCalculator

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

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CV

My CV

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aisports-bomberman

Our solution to the AISports Bomberman Challenge

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Algorithms_Blog

The code & test cases for my blog posts on algorithms & datastructures

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awesome-2vec

Curated list of 2vec-type embedding models

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dreamloot

Little utility to help calculate the worth of your loot on Medivia Online and where to sell it.

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dungeons-and-data-structures

Dungeons & Data Structures Game Environment for the AI Sports Challenge 2020

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EHG-Prebirth

Classifying whether someone will give labor prematurely or not based on EHG signals, using deep learning techniques.

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GillesVandewiele.github.io

A blog about my research results

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Hexatron-Bot

My bot for the game Hexatron, a variant of the tron game on a hexagonal grid.

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kgbench

A set of benchmark repositories for node classification on knowledge graphs.

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KMBlog

Knowledge Management blog

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powershap

A power-full Shapley feature selection method.

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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].

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python-louvain

Louvain Community Detection

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Rinse-Over-Run

Code for "Rinse Over Run" competition, hosted on DrivenData

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RR-GCN

Code for "R-GCN: The R Could Stand for Random"

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sklearn-genetic

Genetic feature selection module for scikit-learn

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Tetris

Tetris implementation in Python

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tslearn

A machine learning toolkit dedicated to time-series data

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