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    24 repositories

    • aequitas-backend

      Public
      [WIP] AEQUITAS Backend Service: providing API for a Q/A-based system aimed at guiding users in their fair-AI workflows
      Cypher
      •
      MIT License
      •0•0•2•1•Updated Jan 17, 2025Jan 17, 2025

    • aequitas-home

      Public
      Readthedocs-based documentation of the major contributions of the AEQUITAS project
      Python
      •1•0•0•1•Updated Jan 17, 2025Jan 17, 2025

    • aequitas-frontend

      Public
      [WIP] Experimenter UI
      TypeScript
      •0•0•7•0•Updated Jan 17, 2025Jan 17, 2025

    • experiments-fairnessAnalysis-HR-AdeccoData

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jan 16, 2025Jan 16, 2025

    • experiments-fairnessAnalysis-HR-AkkodisData

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jan 16, 2025Jan 16, 2025

    • aequitas-flow

      Public
      Library module for the socio-technical graph component
      JavaScript
      •
      Apache License 2.0
      •0•0•1•3•Updated Jan 12, 2025Jan 12, 2025

    • template-python-project-poetry

      Public template
      Template for Python projects, using Poetry as the build system
      JavaScript
      •
      Apache License 2.0
      •4•3•1•15•Updated Jan 12, 2025Jan 12, 2025

    • aequitas-impact-ui

      Public
      UI/Editor component for the socio-technical graph
      JavaScript
      •
      Apache License 2.0
      •0•0•1•3•Updated Jan 12, 2025Jan 12, 2025

    • aequitas-rain

      Public
      Library module for reasoning over fairness policy
      JavaScript
      •
      Apache License 2.0
      •0•0•1•3•Updated Jan 12, 2025Jan 12, 2025

    • aequitas-lib

      Public
      AEQUITAS Core Library [approach UCC]: detection and mitigation algorithms
      Python
      •
      Apache License 2.0
      •0•0•1•9•Updated Jan 11, 2025Jan 11, 2025

    • psyke

      Public
      PSyKE: a (Python) platform for symbolic knowledge extraction
      Python
      •
      Apache License 2.0
      •8•0•0•13•Updated Jan 10, 2025Jan 10, 2025

    • experiment-synth-text-data-generation-HR-Akkodis

      Public
      This project explores the generation of synthetic tabular data using Large Language Models (LLMs) on textual datasets. The training set comes from Akkodis data (STEM-based)
      HTML
      •0•0•0•1•Updated Jan 9, 2025Jan 9, 2025

    • core-lib

      Public
      [WIP] AEQUITAS Core Library [approach UniBO]: a (more) practical wrapper of AIF360
      Python
      •
      Apache License 2.0
      •0•0•1•1•Updated Jan 9, 2025Jan 9, 2025

    • experiments-dataAnalysis-HR-AkkodisData

      Public
      This project aims to explore fairness issues in the use of ML models, with respect to classification algorithms applied to HR datasets.
      Jupyter Notebook
      •0•0•0•1•Updated Nov 27, 2024Nov 27, 2024

    • experiment-images-hospital

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • experiment-synth-text-data-generation-HR-Adecco

      Public
      This project explores the generation of synthetic tabular data using Large Language Models (LLMs) on textual datasets
      Jupyter Notebook
      •0•0•0•1•Updated Nov 20, 2024Nov 20, 2024

    • experiment-fauci

      Public
      Experimental code of the paper "Enforcing Fairness via Constraint Injection with FaUCI"
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Oct 10, 2024Oct 10, 2024

    • design-experimenter-ui

      Public
      UniBo's design for an experimenter UI to be developed
      0•0•0•0•Updated Sep 26, 2024Sep 26, 2024

    • aequitas-ecai24.github.io

      Public
      Site of the 2nd AEQUITAS Workshop on Fairness and Bias in AI, co-located with ECAI 2024
      CSS
      •0•0•0•1•Updated Sep 3, 2024Sep 3, 2024

    • experiment-ull-dataset-preprocessing

      Public
      Expermental code for the paper "Unfair Inequality in Education: A Benchmark for AI-Fairness Research"
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•1•Updated May 10, 2024May 10, 2024

    • experiment-gen-skin-images

      Public
      Experimental code for two different approaches of controlled image generation for skin disease images (Dataset not included).
      Jupyter Notebook
      •
      MIT License
      •2•0•0•2•Updated Apr 3, 2024Apr 3, 2024

    • experiment-fairdas

      Public
      Experimental code of the paper "FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System"
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Mar 11, 2024Mar 11, 2024

    • aequitas-ecai23.github.io

      Public
      Site of the 1st AEQUITAS Workshop on Fairness and Bias in AI, co-located with ECAI 2023
      CSS
      •0•1•1•1•Updated Jan 10, 2024Jan 10, 2024

    • experiment-fair-by-design-via-apriori

      Public
      Experimental code for a master thesis on pre-processing mitigation
      Jupyter Notebook
      •1•0•1•1•Updated Dec 16, 2023Dec 16, 2023