KU Leuven Machine Learning Research Group

All

58 repositories

locomotif
Public
LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping
time-series multivariate unsupervised-learning motif-discovery variable-length pattern-mining time-warping
Jupyter Notebook
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MIT License
•3•20•0•1•Updated Feb 26, 2025Feb 26, 2025
locomotif_dok
Public
LoCoMotif-DoK is a time series motif discovery method that leverages domain knowledge represented by hard and soft constraints. It discovers variable-length motif sets in a multivariate time series using time warping.
time-series constrained-optimization unsupervised-learning motif-discovery multivariate-timeseries variable-length pattern-mining domain-knowledge time-warping
Jupyter Notebook
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Other
•0•1•0•0•Updated Feb 26, 2025Feb 26, 2025
socceraction
Public
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
soccer sports-analytics soccer-data soccer-analytics
Python
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MIT License
•140•642•19•13•Updated Feb 26, 2025Feb 26, 2025
dtaianomaly
Public
A simple to use Python tool for time series anomaly detection!
python time-series anomaly-detection time-series-anomaly-detection
Jupyter Notebook
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MIT License
•4•7•22•0•Updated Feb 22, 2025Feb 22, 2025
PySDD
Public
Python package for Sentential Decision Diagrams (SDD)
python cython model-counting sdd weighted-model-counting knowledge-compilation
C
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Other
•18•55•1•1•Updated Feb 21, 2025Feb 21, 2025
target_transformations
Public
Python package for tranforming the target variable
Jupyter Notebook
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Other
•0•0•0•0•Updated Feb 20, 2025Feb 20, 2025
ml-project-2024-2025
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Feb 17, 2025Feb 17, 2025
congrads
Public
Incorporate constraints into neural network training for more reliable and robust models.
Python
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BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated Feb 12, 2025Feb 12, 2025
nesy-minihack
Public
Neuro-Symbolic RL agent plays MiniHack
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Jan 30, 2025Jan 30, 2025
tsmd-evaluation
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Jan 27, 2025Jan 27, 2025
COUNT-CP
Public
COUNT-CP is a constraint learner that uses a generate-and-aggregate approach to learn CP models
Python
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Apache License 2.0
•0•3•1•0•Updated Jan 23, 2025Jan 23, 2025
nesy-mm
Public
Relational neurosymbolic Markov models (NeSy-MMs)
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Dec 18, 2024Dec 18, 2024
SymmetryMUS
Public
Repository containing code for "Exploiting Symmetries in MUS Computation"
Python
•0•0•0•0•Updated Dec 17, 2024Dec 17, 2024
amc-grad
Public
The Gradient of Algebraic Model Counting (AAAI2025)
Rust
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MIT License
•0•1•0•0•Updated Dec 16, 2024Dec 16, 2024
PaTSEmb
Public
Transform time series to a pattern-based embedding
python machine-learning data-mining time-series frequent-pattern-mining embedding-vectors
Jupyter Notebook
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MIT License
•1•1•1•0•Updated Dec 5, 2024Dec 5, 2024
problog
Public
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
prolog probabilistic-programming probabilistic-inference probabilistic-logic-programming aproblog dtproblog lfi-problog probabilistic problog
Python
•37•331•9•0•Updated Nov 4, 2024Nov 4, 2024
catlog
Public
Gradient estimation of discrete probabilistic models with the CatLog-Derivative trick
Jupyter Notebook
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Apache License 2.0
•2•4•0•0•Updated Sep 18, 2024Sep 18, 2024
ocus-explain
Public
Efficient Explaining CSPs with Unsatisfiable Subset Optimization
constraint-satisfaction-problem satisfiability explanations unsat explainability
Jupyter Notebook
•1•3•0•0•Updated Sep 8, 2024Sep 8, 2024
deepstochlog-lm
Public
Repository for NeSy2024 paper Valid Text-to-SQL Generation with Unification-based DeepStochLog
Python
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Apache License 2.0
•0•0•0•0•Updated Aug 25, 2024Aug 25, 2024
SADAL
Public
SADAL : Semi-supervised Anomaly Detector combining Active learning and Learning to reject
Jupyter Notebook
•0•0•0•0•Updated Aug 21, 2024Aug 21, 2024
CoWC
Public
CoWC is a compression algorithm for Probabilistic logic theories based on frequent itemset mining
Python
•0•0•0•0•Updated Aug 16, 2024Aug 16, 2024
deepproblog
Public
DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.
Python
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Apache License 2.0
•53•222•0•0•Updated Aug 9, 2024Aug 9, 2024
un-xPass
Public
Measuring soccer player's creativity
soccer-analytics
Jupyter Notebook
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Other
•5•35•0•0•Updated Jul 17, 2024Jul 17, 2024
SAR-PU
Public
Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data
Jupyter Notebook
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MIT License
•5•34•2•0•Updated Jun 25, 2024Jun 25, 2024
ai-course-demos
Public
Links to & implementations of demos for the course "Artificiële Intelligentie" at KU Leuven
CSS
•0•2•0•1•Updated Jun 11, 2024Jun 11, 2024
deepseaproblog
Public
The official implementation of DeepSeaProbLog, a neural probabilistic logic programming language supporting discrete and continuous random variables.
Python
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Apache License 2.0
•1•4•1•1•Updated Jun 10, 2024Jun 10, 2024
soccer_xg
Public
A Python package for training and analyzing expected goals (xG) models in soccer.
soccer-analytics
Jupyter Notebook
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Apache License 2.0
•21•179•2•0•Updated Jun 4, 2024Jun 4, 2024
probabilistic-arithmetic
Public
Jupyter Notebook
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Apache License 2.0
•1•1•0•0•Updated May 27, 2024May 27, 2024
ml-project-2023-2024
Public
Template and instructions to submit a solution for the assignment for the KU Leuven course ML Project
Python
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Apache License 2.0
•0•7•0•0•Updated May 15, 2024May 15, 2024
ETSY
Public
Synchronize soccer event and tracking data
soccer-analytics
Python
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Other
•0•34•0•0•Updated May 13, 2024May 13, 2024