Ghent University Artificial Intelligence & Data Analytics Group

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37 repositories

TRACE
Public
Interactive quality analysis for two-dimensional embeddings
visualization dimensionality-reduction visual-analytics scatterplot embedding-evaluation
JavaScript
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MIT License
•0•9•0•0•Updated Oct 31, 2024Oct 31, 2024
llm-ideology-analysis
Public
Public repository for the paper "Large Language Models Reflect the Ideology of their Creators"
MIT License
•0•17•0•0•Updated Oct 25, 2024Oct 25, 2024
ReCon
Public
This repository contains the source code, installation and use instructions for the method presented in the paper: Reducing congestion in job recommendation with optimal transport. We provide Python implementations of the complete ReCon model.
Python
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Other
•0•0•1•0•Updated Oct 1, 2024Oct 1, 2024
e-recruitment-recsys-challenges
Public
Supplementary material of the paper "A challenge-based survey of e-recruitment recommendation systems"
HTML
•0•0•0•0•Updated Aug 29, 2024Aug 29, 2024
fairret
Public
A fairness library in PyTorch.
python machine-learning ai deep-learning pytorch artificial-intelligence bias fairness fairness-ai fairness-ml
Python
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MIT License
•1•26•0•1•Updated Jul 23, 2024Jul 23, 2024
abcfair
Public
Python
•0•0•0•0•Updated Jun 12, 2024Jun 12, 2024
dlp_exploration
Public
Code for the paper "Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms"
Python
•1•1•0•0•Updated Mar 25, 2024Mar 25, 2024
SkillGPT
Public
Python
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Other
•11•55•4•0•Updated Mar 25, 2024Mar 25, 2024
Occupation_coding_datasets
Public
Creative Commons Zero v1.0 Universal
•0•1•0•0•Updated Dec 13, 2023Dec 13, 2023
generative-ai-course
Public
Jupyter Notebook
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Other
•1•12•0•0•Updated Dec 9, 2023Dec 9, 2023
dlp_viz
Public
Repo accompanying the paper "New Perspectives on the Evaluation of Link Prediction Algorithms for Dynamic Graphs"
Jupyter Notebook
•0•0•0•0•Updated Nov 27, 2023Nov 27, 2023
tgne
Public
Jupyter Notebook
•0•1•0•0•Updated Oct 18, 2023Oct 18, 2023
FEIR
Public
Python
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Creative Commons Zero v1.0 Universal
•0•1•0•0•Updated Sep 8, 2023Sep 8, 2023
DeBayes
Public
DeBayes: a Bayesian Method for Debiasing Network Embeddings (ICML 2020).
graphs networks fairness debiasing embeddings cne
Python
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Other
•2•8•0•2•Updated Jul 6, 2023Jul 6, 2023
OTF
Public
Optimal Transport of Classifiers to Fairness (NeurIPS 2022).
pytorch fairness optimal-transport regularizer
Python
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MIT License
•1•3•0•0•Updated Jun 1, 2023Jun 1, 2023
revised-conditional-t-SNE
Public
Revised Conditional t-SNE: Looking Beyond the Nearest Neighbors (IDA 2023)
Jupyter Notebook
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MIT License
•0•5•0•0•Updated Feb 17, 2023Feb 17, 2023
EvalNE-robustness
Public
Code for robustness evaluation using EvalNE (will be integrated in the main framework at a later stage)
Python
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MIT License
•0•0•0•0•Updated Nov 30, 2022Nov 30, 2022
TopoEmbedding
Public
Topologically Regularized Data Embeddings
HTML
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GNU General Public License v3.0
•0•7•0•0•Updated Oct 25, 2022Oct 25, 2022
graph-vis-eval
Public
Evaluating Representation Learning and Graph Layout Methods for Visualization (IEEE GC&A 2022)
Python
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MIT License
•0•0•0•0•Updated Oct 3, 2022Oct 3, 2022
ExplaiNE
Public
Python
•0•1•0•0•Updated Feb 20, 2022Feb 20, 2022
GraB
Public
Source code for GraB: Quantifying and Reducing Imbalance in Networks
Python
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Other
•1•2•0•0•Updated Jan 24, 2022Jan 24, 2022
FIPR
Public
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness Regularizer (ECML-PKDD 2021).
graphs projection fairness link-prediction
Python
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Apache License 2.0
•0•1•0•0•Updated Jan 19, 2022Jan 19, 2022
GREASE
Public
Source code for GREASE: Graph imbalance REduction by Adding Sets of Edges (GREASE)
Python
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Other
•0•0•0•0•Updated Jan 7, 2022Jan 7, 2022
dnb-music-library-browsing
Public
A few demos of MIR tools to navigate through a collection of drum'n'bass music
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Sep 29, 2021Sep 29, 2021
NRLBenchmark
Public
Python
•0•0•0•0•Updated Jul 20, 2021Jul 20, 2021
graphTDA
Public
Topological Data Analysis of graphs
R
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Other
•1•1•0•0•Updated Jun 4, 2021Jun 4, 2021
NRL4LP
Public
Instructions for replicating the experiments in the paper "Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?" (DSAA2020)
benchmark representation-learning network-embedding evaluation link-prediction
Python
•1•1•0•0•Updated May 10, 2021May 10, 2021
CSNE
Public
Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)
graph-algorithms graphs maxent representation-learning network-embedding graph-embedding sign-prediction paper
Python
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Other
•2•4•0•0•Updated May 10, 2021May 10, 2021
MaxEntComb
Public
Source code for the paper "Block-Approximated Exponential Random Graphs" (DSAA2020)
network maxent modelling link-prediction ergm network-reconstruction
MATLAB
•1•1•0•0•Updated May 9, 2021May 9, 2021
TIMprocess
Public
Topological image modification & processing
Jupyter Notebook
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Other
•0•4•0•0•Updated Jan 29, 2021Jan 29, 2021