KU Leuven Machine Learning Research Group

Convert soccer event stream data to SPADL and value player actions using VAEP or xT

ML-KULeuven

ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

ML-KULeuven

A Python package for training and analyzing expected goals (xG) models in soccer.

ML-KULeuven

Interactive clustering with super-instances

ML-KULeuven

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

ML-KULeuven

ML-KULeuven

Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data

ML-KULeuven

SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions of a specific type, location, and direction.

ML-KULeuven

Synchronize soccer event and tracking data

ML-KULeuven

Measuring soccer player's creativity

ML-KULeuven