KU Leuven Machine Learning Research Group

KU Leuven Machine Learning Research Group's repositories

socceraction

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

Language:PythonMIT559 24 84

problog

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

Language:Python296 25 85

deepproblog

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

Language:PythonApache-2.0172 14 8

soccer_xg

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

Language:Jupyter NotebookApache-2.0143 18 2

SAR-PU

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

Language:Jupyter Notebook31 7 6

un-xPass

Measuring soccer player's creativity

Language:Jupyter NotebookNOASSERTION28 9 1

ETSY

Synchronize soccer event and tracking data

Language:PythonNOASSERTION26 80

locomotif

LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping

Language:PythonNOASSERTION12 50

LearnSDD

Implementation of the Structure Learning Algorithm for Sentential Decision Diagrams

Language:CBSD-3-Clause8 60

ml-project-2023-2024

Template and instructions to submit a solution for the assignment for the KU Leuven course ML Project

Language:PythonApache-2.08 80

KBC-as-PU-Learning

Source code & appendices accompanying the AAAI2022 paper "Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias"

Language:Jupyter NotebookApache-2.07 90

the_apples_game

Multi-Agent Learning assignment, Machine Learning Project @ KU Leuven

Language:JavaScript6 5 1

deepseaproblog

The official implementation of DeepSeaProbLog, a neural probabilistic logic programming language supporting discrete and continuous random variables.

Language:PythonApache-2.04 60

catlog

Gradient estimation of discrete probabilistic models with the CatLog-Derivative trick

Language:Jupyter NotebookApache-2.03 70

comparative-evaluation-of-anomaly-detection-methods

Accompanying repository for the ODD workshop paper: "The Effect of Hyperparameter Tuning on the Comparative Evaluation of Anomaly Detection Methods"

Language:Jupyter Notebook3 90

This repository contains the code for our paper: Senne Berden, Mohit Kumar, Samuel Kolb, and Tias Guns (2022): Learning MAX-SAT Models from Examples using Genetic Algorithms and Knowledge Compilation, CP 2022

Language:Python3 80

ocus-explain

Efficient Explaining CSPs with Unsatisfiable Subset Optimization

Language:Jupyter NotebookMIT3 90

pyswip

PySWIP is a Python - SWI-Prolog bridge enabling to query SWI-Prolog in your Python programs. It features an (incomplete) SWI-Prolog foreign language interface, a utility class that makes it easy querying with Prolog and also a Pythonic interface.

Language:PythonMIT3 20