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socceraction
Convert soccer event stream data to SPADL and value player actions using VAEP or xTproblog
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.deepproblog
DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.soccer_xg
A Python package for training and analyzing expected goals (xG) models in soccer.cobras
Interactive clustering with super-instancessoccermix
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.SAR-PU
Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled DataETSY
Synchronize soccer event and tracking dataun-xPass
Measuring soccer player's creativitydeepstochlog
locomotif
LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warpingLearnSDD
Implementation of the Structure Learning Algorithm for Sentential Decision DiagramsKBC-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 Projectincal
Learn SMT(LRA) constraints from datathe_apples_game
Multi-Agent Learning assignment, Machine Learning Project @ KU LeuvenPyDC
Python wrapper for Distributional Clausescatlog
Gradient estimation of discrete probabilistic models with the CatLog-Derivative trickocus-explain
Efficient Explaining CSPs with Unsatisfiable Subset OptimizationPySDD
tacle
Constraint learning for spreadsheetsJSDD
Java wrapper for the sdd 2.0 c libraryHASSLE-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 2022deepseaproblog
The official implementation of DeepSeaProbLog, a neural probabilistic logic programming language supporting discrete and continuous random variables.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"RoViLa
Robot platform that uses vision and language as input to reason about the world.COUNT-CP
COUNT-CP is a constraint learner that uses a generate-and-aggregate approach to learn CP modelsai-course-demos
Links to & implementations of demos for the course "Artificiële Intelligentie" at KU Leuvenbetaproblog
ml-project-2021-2022
Template and instructions to submit a solution for the assignment.py-dreaml
Python package of DreaML for relational mixed discrete-continuous learning and inferencepsyche
psipy
Python wrapper for the PSI-Solver (probabilistic symbolic inference)GenLex
Implentation of a Semantic Parser that maps natural/instructional language to a logical expression.amie
Automatic Monitoring of Indoor Exercisesxmskill
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