Alexandre Tytgat's repositories
quantum-simulation
Using spectral methods to simulate the dynamic of a quantum particle in an EM field
air-quality-predictor
A neural network is trained to predict the future air quality in the city of Beijing
atytgat
Config files for my GitHub profile.
movie-recommander
Using itemrank as a collaborative recommendation algorithm
penalized-models
Two applications of penalized models in statistical modeling
political-comments-classifier
Finding out the political affiliation of users on Reddit from their comments, using both BERT and Doc2Vec embeddings
simple-bayesian-models
Two simple study cases to get familiar with Jags and the Bayesian approach
sleep-study
Modeling the effect of a treatment using advanced linear modeling techniques
T-cells-classifier
Used an ensemble learning approach to distinguish between T-helper and T-regulatory cells, known to be hard to differentiate.
three-body-problem
Simulating the orbits of a three planetary system composed of the Sun, Jupiter and Saturn.