Information Systems Lab @ Polytechnic University of Bari

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106 repositories

DataRec
Public
Python
•0•5•0•0•Updated Mar 3, 2025Mar 3, 2025
Graph-Missing-Modalities
Public
Accepted as a short paper at CIKM 2024.
Python
•1•4•0•0•Updated Mar 3, 2025Mar 3, 2025
webium25
Public
2nd Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling, WeBIUM
SCSS
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Creative Commons Zero v1.0 Universal
•0•0•0•0•Updated Feb 24, 2025Feb 24, 2025
Multimodal-Feature-Extractor
Public
A Python implementation to extract multimodal features (visual and textual).
Python
•4•5•2•0•Updated Feb 18, 2025Feb 18, 2025
Edge-Graph-Collaborative-Filtering
Public
Accepted as full paper at DL4SR@CIKM2022
collaborative-filtering reviews recommendation-system multimodal cikm2022 pytorch graph-neural-networks
Python
•1•2•0•0•Updated Feb 18, 2025Feb 18, 2025
Ducho
Public
Python framework to extract multimodal features for multimodal recommendation in a highly-customizable way.
docker sentiment-analysis tensorflow transformers pytorch image-classification recommender-system convolutional-neural-networks audio-processing multimodal-deep-learning
Python
•5•24•0•0•Updated Feb 11, 2025Feb 11, 2025
Guidelines-Topology-GNNs4RecSys
Public
0•1•0•0•Updated Jan 28, 2025Jan 28, 2025
LHider
Public
Python
•0•1•0•0•Updated Jan 17, 2025Jan 17, 2025
personalized-popularity-awareness
Public
Python
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Apache License 2.0
•3•7•0•0•Updated Jan 12, 2025Jan 12, 2025
elliot
Public
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
recommendations machine-learning slim keras collaborative-filtering matrix-factorization knowledge-graph vae recommender-system k-nearest-neighbours
Python
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Apache License 2.0
•51•285•15•0•Updated Nov 26, 2024Nov 26, 2024
NeuroSense
Public
A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration
machine-learning eeg eeg-signals human-computer-interaction emotion-recognition russell eeg-signals-processing low-cost eeg-dataset
Other
•1•1•0•0•Updated Oct 30, 2024Oct 30, 2024
GeCo
Public
Python
•1•0•0•0•Updated Oct 21, 2024Oct 21, 2024
DIVAN
Public
Python
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Apache License 2.0
•2•2•0•0•Updated Oct 14, 2024Oct 14, 2024
Enhancing-Reproducibility-in-Recommender-Systems
Public
Official GitHub repository of the lecture "Enhancing Reproducibility in Recommender Systems: A Path Towards Scientific Integrity and Effective Implementation", at the 2024 ACM RecSys Summer School
Python
•0•1•0•0•Updated Oct 12, 2024Oct 12, 2024
Ducho-meets-Elliot
Public
Python
•2•6•0•0•Updated Sep 23, 2024Sep 23, 2024
DiCE
Public
Generate Diverse Counterfactual Explanations for any machine learning model.
Python
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MIT License
•194•0•0•0•Updated Aug 12, 2024Aug 12, 2024
PRONTO
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Aug 7, 2024Aug 7, 2024
tutorial-gnns-recsys-log2023
Public
Website for the tutorial "Graph Neural Networks for Recommendation: Reproducibility, Graph Topology, and Node Representation" accepted at LoG 2023
machine-learning deep-learning artificial-intelligence recommender-system graph-neural-networks
SCSS
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Creative Commons Zero v1.0 Universal
•3.2k•0•0•0•Updated Aug 4, 2024Aug 4, 2024
ijhcs-user-in-rs
Public
HTML
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MIT License
•17k•0•0•0•Updated Jul 30, 2024Jul 30, 2024
Topology-Graph-Collaborative-Filtering
Public
Accepted as a long paper at RecSys 2024 in the Reproducibility Track.
Python
•2•1•0•0•Updated Jul 27, 2024Jul 27, 2024
Formal-MultiMod-Rec
Public
Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.
pytorch recommender-system reproducibility multimedia-systems multimodal-deep-learning multimodal-retrieval graph-neural-networks multimedia-recommendation
Python
•2•11•0•0•Updated Jul 2, 2024Jul 2, 2024
webium24
Public
SCSS
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Creative Commons Zero v1.0 Universal
•0•0•0•0•Updated Jun 26, 2024Jun 26, 2024
Agent-Based-Artificial-Intelligence
Public
Codes for hands-on lessons
Jupyter Notebook
•2•14•0•0•Updated Jun 12, 2024Jun 12, 2024
fondamenti-web-2023-2024
Public
Soluzioni complete per le esercitazioni di Fondamenti del Web
JavaScript
•0•2•0•0•Updated May 28, 2024May 28, 2024
Recommender-ChatGPT
Public
The official source code and datasets for the paper titled "Evaluating ChatGPT as a Recommender System: A Rigorous Approach"
Python
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Apache License 2.0
•0•13•1•0•Updated Apr 24, 2024Apr 24, 2024
Multimodal-RSs-Reproducibility
Public
Python
•0•1•0•0•Updated Apr 12, 2024Apr 12, 2024
KGUF
Public
Python
•0•4•0•0•Updated Apr 3, 2024Apr 3, 2024
KGTORe
Public
Official implementation of the paper "KG-TORE: Tailored recommendations through knowledge-aware GNN models" accepted at RecSys 2023
Python
•2•8•0•0•Updated Feb 26, 2024Feb 26, 2024
helpdesk
Public
home page for sisinflab helpdesk
HTML
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GNU General Public License v3.0
•0•0•0•2•Updated Feb 23, 2024Feb 23, 2024
pytorch_geometric
Public
Graph Neural Network Library for PyTorch
Python
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MIT License
•3.8k•0•0•0•Updated Feb 19, 2024Feb 19, 2024