Intelligent Systems Group, University of Siegen

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45 repositories

AutoRecLab
Public
Python
•0•0•13•0•Updated Feb 20, 2026Feb 20, 2026
OmniRec
Public
Python
•0•1•2•0•Updated Feb 18, 2026Feb 18, 2026
lenskit-auto
Public
An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.
hyperparameter-optimization recommender-system bayesian-optimization random-search algorithm-selection automl ensembling smac3 autorecsys
Python
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MIT License
•1•3•0•1•Updated Feb 13, 2026Feb 13, 2026
AutoRecLabV1
Public
Python
•0•0•0•0•Updated Oct 21, 2025Oct 21, 2025
Data-Pruning-Extended-Leonie-Winter
Public
Bachelor 2025, Leonie Winter
Python
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MIT License
•0•0•0•0•Updated Sep 29, 2025Sep 29, 2025
algorithm-meta-learning-jarne-decker
Public
Python
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MIT License
•0•0•0•0•Updated Sep 28, 2025Sep 28, 2025
APS-Explorer-Website
Public
JavaScript
•0•0•6•0•Updated Aug 22, 2025Aug 22, 2025
AutoML_for_Recommender_Systems
Public
A Comparison of AutoML, ML, AutoRecSys and RecSys algorithms on RecSys datasets to determine the potential of AutoML.
Python
•
Apache License 2.0
•0•2•8•0•Updated Jul 22, 2025Jul 22, 2025
recsys-carbon-footprint
Public
Python
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MIT License
•1•0•0•0•Updated Jul 3, 2025Jul 3, 2025
recsys-time-evaluation
Public
Python
•0•0•0•0•Updated May 2, 2025May 2, 2025
Checky
Public
PHP
•0•0•0•0•Updated Mar 28, 2025Mar 28, 2025
the-ai-scientist-reproduced
Public
Python
•0•0•0•0•Updated Feb 12, 2025Feb 12, 2025
AI-Scientist
Public
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Feb 12, 2025Feb 12, 2025
influence-pruning
Public
Python
•
MIT License
•0•0•0•0•Updated Jan 22, 2025Jan 22, 2025
recsys-feature-quantity
Public
Python
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MIT License
•0•0•0•0•Updated Nov 28, 2024Nov 28, 2024
greedy-ensemble-selection-for-top-n-recommendations
Public
Python
•1•0•0•0•Updated Oct 20, 2024Oct 20, 2024
e-fold-ml-mahlich
Public
Jupyter Notebook
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GNU General Public License v3.0
•0•0•0•0•Updated Sep 27, 2024Sep 27, 2024
emers
Public
Python
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MIT License
•0•2•0•0•Updated Sep 23, 2024Sep 23, 2024
Informed-Dataset-Selection-via-APS
Public
Code and Supplementary Material for our paper "Informed Dataset-Selection with Algorithm-Performance-Spaces" (ACM RecSys 2024)
Python
•1•2•0•0•Updated Sep 3, 2024Sep 3, 2024
RecSys-Algorithm-Selection-Ranking-Implicit-LBR
Public
Python
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MIT License
•1•1•0•0•Updated Sep 2, 2024Sep 2, 2024
Dagstuhl-24211-Checklist
Public
TeX
•0•0•0•0•Updated May 30, 2024May 30, 2024
Auto-Surprise
Public
An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning :rocket:
machine-learning recommender-system hyperopt hyperparameter-tuning automl automated-machine-learning hyperparameter-search surprise tpe
Python
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MIT License
•2•29•0•2•Updated May 25, 2024May 25, 2024
Releasing-RecSys-Research-Code
Public
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
MIT License
•737•0•0•0•Updated May 20, 2024May 20, 2024
Mr.-DLib-Client-JavaScript
Public
PHP
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Apache License 2.0
•0•0•1•1•Updated Mar 25, 2024Mar 25, 2024
scoring-optimizer
Public
Python
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MIT License
•0•1•0•0•Updated Mar 25, 2024Mar 25, 2024
recsys-dataloader
Public
Python
•0•0•0•0•Updated Oct 10, 2023Oct 10, 2023
random-seed-effects
Public
Python
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MIT License
•1•0•0•0•Updated Sep 5, 2023Sep 5, 2023
.github
Public
0•0•0•0•Updated Sep 1, 2023Sep 1, 2023
assembled
Public
A framework to find better ensembles for (Automated) Machine Learning
benchmark evaluation ensemble openml automl
Python
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MIT License
•3•5•0•0•Updated Jul 4, 2023Jul 4, 2023
Algorithm-Performance-Personas
Public
Python
•2•1•0•2•Updated Mar 25, 2023Mar 25, 2023