RobvanGastel

dinov2-finetune

Testing adaptation of the DINOv2 encoder for vision tasks with Low-Rank Adaptation (LoRA)

meta-rl-algorithms

A collection of Meta-Reinforcement Learning algorithms in PyTorch

rnn-sac

Implementation of the Discrete Soft Actor-Critic algorithm with RNN policy in PyTorch

Assign

Assign is an app for students to collaborate on their assignments build by Max Wammes and Rob van Gastel

quicksilver

Implementation of an in-memory graph database supporting RPQ queries

svg-priors

Implemenation of the SVG(0) agent with extension of information asymmetric prior in PyTorch

machine-learning-notes

Tracking read research papers on varying topics in Machine Learning

credit-card-fraud-detection

Analysing anonymised credit card transactions labeled as fraudulent or genuine

k-NN

Implementation of the k-nearest neighbor algorithm evaluated on MNIST

meta-fsl-nas

Repository for the "Regularized Meta-Learning for Neural Architecture Search" paper

data-structures

Common data structures in Go

dynamical-systems-control

Experimenting with different dynamical systems and simple control techniques

Kwetter

A Twitter mock build using Java EE7, Vue.js and WildFly 10

optimization-ml

Testing different properties in optimization of ML algorithms

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

rl-oed

robvangastel.github.io

Personal portfolio

statistical-methods

Applied Statistical methods in SAS

time-series-analysis-forecasting

Time series analysis and forecasting methods in R