Information Systems Lab @ Polytechnic University of Bari

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104 repositories

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
•50•276•11•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•0•0•0•Updated Oct 30, 2024Oct 30, 2024
GeCo
Public
Python
•1•0•0•0•Updated Oct 21, 2024Oct 21, 2024
LHider
Public
Python
•0•1•0•0•Updated Oct 17, 2024Oct 17, 2024
DIVAN
Public
Python
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Apache License 2.0
•1•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
personalized-popularity-awareness
Public
Python
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Apache License 2.0
•1•5•0•0•Updated Oct 9, 2024Oct 9, 2024
Ducho-meets-Elliot
Public
Python
•1•3•0•0•Updated Sep 23, 2024Sep 23, 2024
Graph-Missing-Modalities
Public
Accepted as a short paper at CIKM 2024.
Python
•1•3•0•0•Updated Aug 22, 2024Aug 22, 2024
DiCE
Public
Generate Diverse Counterfactual Explanations for any machine learning model.
Python
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MIT License
•188•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
•16k•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•12•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
DataRec
Public
Python
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Apache License 2.0
•0•4•0•0•Updated Jun 3, 2024Jun 3, 2024
fondamenti-web-2023-2024
Public
Soluzioni complete per le esercitazioni di Fondamenti del Web
JavaScript
•0•1•0•0•Updated May 28, 2024May 28, 2024
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
•4•20•0•0•Updated May 25, 2024May 25, 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•12•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•7•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
•3.7k•0•0•0•Updated Feb 19, 2024Feb 19, 2024
Graph-Characteristics
Public
Python
•0•3•0•0•Updated Feb 2, 2024Feb 2, 2024
Multi-Objective-Personalized-Ranking-for-Recommendation
Public
Python
•0•0•0•0•Updated Feb 1, 2024Feb 1, 2024
Graph-RSs-Reproducibility
Public
Accepted as reproducibility paper at RecSys 2023.
Python
•6•15•0•0•Updated Jan 2, 2024Jan 2, 2024
LoG-2023-GNNs-RecSys
Public
Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)
machine-learning deep-learning pytorch recommender-system gnns multimodal-deep-learning graph-neural-networks pytorch-geometric learning-on-graphs
Jupyter Notebook
•1•16•0•0•Updated Dec 2, 2023Dec 2, 2023