arxiv-summarizer

A summarization model finetuned for research papers

breakout-with-a3c

Following along an older course on RL, this code is based on deprecated libraries.

ci_workshop

Sample application for a CI workshop using free tools for open source projects.

deep-learning-101

Repository following along with my blog series about deep learning.

deploying-machine-learning-models

Following along the course Deployment of Machine Learning Models (https://www.udemy.com/course/deployment-of-machine-learning-models/)

dmss-dataset-exporter

Class that can be used to export the time series from a selection of the sensors from a given satellite.

image-captioning

An example of using huggingface to finetune an image captioning model

lstm_periodic_function

Experiment for my thesis. In this repository I will test the predictive quality of an LSTM-network on a periodic function with different sampling rates, types of noise and amount of previous values given as input.

neural-networks-from-scratch

My notebooks for following along the course neural networks from scratch.

ppo-pytorch-gym

Proximal Policy Optimization from scratch with PyTorch for gym environments

project_computervisie

pytorch-yolo

Building an object detector (YOLO) while learning PyTorch

q-learning

Different Q-learning algorithms tested on OpenAI Gym

reinforcementlearningcourse

Following along the course on Deep Reinforcement Learning by Huggingface (hosted here: https://huggingface.co/deep-rl-course/unit0/introduction?fw=pt)

self-assembling-swarm

This is the implementation of my research project for the Multi-Agent Systems course at KU Leuven. In this project I reproduced a self assembling robot swarm in the MASON simulation environment. The system gets a pattern as input and the agents move to reconstruct this pattern.

small_computer_vision_apps

Some small programs showcasing computer vision algorithms

temporal-modeling-for-safer-spacecrafts

Main experiment of my thesis: Temporal modeling for safer spacecrafts. In this repository I use an LSTM network for forecasting of multiple time series coming from spacecraft sensors. I am using a subset of sensors from the Mars Express orbiter.

textgeneration_with_rnn

Repository to play around with different RNN architectures for my thesis on temporal modeling for safer spacecrafts. I'm using python and tensorflow/keras.

transformers-pytorch

Implementing the transformer architecture from scratch with pytorch

verharcade-ai

Playground to develop game playing agents for the VerhArcade machine at our Verhaert offices

verleysenniels

verleysenniels.github.io