KU Leuven Machine Learning Research Group's repositories
socceraction
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
deepproblog
DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.
KBC-as-PU-Learning
Source code & appendices accompanying the AAAI2022 paper "Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias"
ml-project-2023-2024
Template and instructions to submit a solution for the assignment for the KU Leuven course ML Project
the_apples_game
Multi-Agent Learning assignment, Machine Learning Project @ KU Leuven
deepseaproblog
The official implementation of DeepSeaProbLog, a neural probabilistic logic programming language supporting discrete and continuous random variables.
HASSLE-GEN
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
ocus-explain
Efficient Explaining CSPs with Unsatisfiable Subset Optimization
ai-course-demos
Links to & implementations of demos for the course "Artificiële Intelligentie" at KU Leuven
ml-project-2021-2022
Template and instructions to submit a solution for the assignment.
mapl-cirup
MArkov PLanning with CIRcuit bellman UPdates
CoWC
CoWC is a compression algorithm for Probabilistic logic theories based on frequent itemset mining
deepstochlog-lm
Repository for NeSy2024 paper Valid Text-to-SQL Generation with Unification-based DeepStochLog
SADAL
SADAL : Semi-supervised Anomaly Detector combining Active learning and Learning to reject
SimplifySeq
Repository to be used to simplify explanation sequences.