Information Systems Lab @ Polytechnic University of Bari

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113 repositories

RoGER
Public
Python
•0•0•0•0•Updated May 29, 2025May 29, 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 May 29, 2025May 29, 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•288•15•0•Updated May 28, 2025May 28, 2025
LLM-SentimentProber
Public
LLM-SentimentProber is a Python toolkit for analyzing and probing the hidden representations of large language models (LLMs) like LLaMA for sentiment analysis. It enables layer-wise sentiment encoding analysis, trains probe classifiers, and compares transformer models across benchmark datasets such as SST-2, IMDB, and Rotten Tomatoes.
Python
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Apache License 2.0
•1•0•0•0•Updated May 22, 2025May 22, 2025
Agent-Based-Artificial-Intelligence-24-25
Public
Jupyter Notebook
•2•4•0•0•Updated May 15, 2025May 15, 2025
DataRec
Public
Python
•0•9•0•0•Updated May 12, 2025May 12, 2025
Enhancing-Reproducibility-and-Replicability-in-Information-Retrieval
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 Apr 16, 2025Apr 16, 2025
LLM-MemoryInspector
Public
LLM-MemoryInspector is a Python-based toolkit designed to explore how LLMs memorize and retrieve MovieLens-1M specific information using prompts.
Python
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Apache License 2.0
•2•2•0•0•Updated Apr 15, 2025Apr 15, 2025
Unsupervised-Aspect-Based-Sentiment-Analysis
Public
Python
•0•0•0•0•Updated Apr 10, 2025Apr 10, 2025
Content-or-Collaborative-
Public
Python
•0•0•0•0•Updated Apr 9, 2025Apr 9, 2025
Guidelines-Topology-GNNs4RecSys
Public
Python
•0•1•0•0•Updated Apr 3, 2025Apr 3, 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
•3•2•0•0•Updated Apr 1, 2025Apr 1, 2025
EngineeredIntelligentSystems
Public
Python
•0•0•0•0•Updated Mar 25, 2025Mar 25, 2025
Graph-Missing-Modalities
Public
Accepted as a short paper at CIKM 2024.
Python
•1•5•0•0•Updated Mar 3, 2025Mar 3, 2025
HidingInTheHiddenStates
Public
Python
•0•0•0•0•Updated Feb 21, 2025Feb 21, 2025
Multimodal-Feature-Extractor
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A Python implementation to extract multimodal features (visual and textual).
Python
•4•6•2•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•26•0•0•Updated Feb 11, 2025Feb 11, 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
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•3•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
Ducho-meets-Elliot
Public
Python
•2•7•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
•203•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•2•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