KU Leuven Machine Learning Research Group

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socceraction socceraction Public

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

Python 823 159
problog problog Public

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

Python 430 49
deepproblog deepproblog Public

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

Python 361 78
soccer_xg soccer_xg Public

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

Jupyter Notebook 261 31
PySDD PySDD Public

Python package for Sentential Decision Diagrams (SDD)

C 74 21
un-xPass un-xPass Public

Measuring soccer player's creativity

Jupyter Notebook 64 7

Repositories

tree-ensemble-repair Public
A MILP-based algorithm to repair learned tree ensembles enforcing properties such as fairness or safety

ML-KULeuven/tree-ensemble-repair's past year of commit activity

Python 0 MIT 0 0 0 Updated Oct 30, 2026
dtaianomaly Public
A simple-to-use Python tool for time series anomaly detection!

ML-KULeuven/dtaianomaly's past year of commit activity

Python 63 MIT 12 9 0 Updated Oct 30, 2026
HydraAD Public
Exceptionally fast and accurate time series anomaly detection using competing random kernels

ML-KULeuven/HydraAD's past year of commit activity

Jupyter Notebook 0 MIT 0 0 0 Updated Oct 30, 2026
deeplog Public
DeepLog: the PyTorch for neurosymbolic AI

ML-KULeuven/deeplog's past year of commit activity

Python 25 LGPL-2.1 4 0 0 Updated Oct 28, 2026
NeTheR Public
NPI is an approach to perform theory revision by adding neural predicates

ML-KULeuven/NeTheR's past year of commit activity

Python 0 MIT 0 0 0 Updated Oct 26, 2026
klay Public
Sparse Circuits on the GPU (ICLR2025)

ML-KULeuven/klay's past year of commit activity

Python 29 Apache-2.0 3 3 1 Updated Oct 26, 2026
congrads Public
Incorporate constraints into neural network training for more reliable and robust models.

ML-KULeuven/congrads's past year of commit activity

Python 11 BSD-3-Clause 0 0 0 Updated Oct 23, 2026
socceraction Public
Convert soccer event stream data to SPADL and value player actions using VAEP or xT

ML-KULeuven/socceraction's past year of commit activity

Python 823 MIT 159 24 (1 issue needs help) 16 Updated Oct 18, 2026
PL4Fairness Public
Code to replicate the paper "ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias", accepted at AAAI2026.

ML-KULeuven/PL4Fairness's past year of commit activity

Python 2 MIT 0 0 0 Updated Oct 12, 2026
deepproblog Public
DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

ML-KULeuven/deepproblog's past year of commit activity

Python 361 Apache-2.0 78 0 0 Updated Sep 29, 2026