Aequitas
Development contributions of the "Assessment and Engineering of eQuitable, Unbiased, Impartial and Trustworthy Ai Systems" project (G.A. 10107036)
Pinned Repositories
aequitas-backend
[WIP] AEQUITAS Backend Service: providing API for a Q/A-based system aimed at guiding users in their fair-AI workflows
aequitas-ecai23.github.io
Site of the 1st AEQUITAS Workshop on Fairness and Bias in AI, co-located with ECAI 2023
aequitas-ecai24.github.io
Site of the 2nd AEQUITAS Workshop on Fairness and Bias in AI, co-located with ECAI 2024
aequitas-home
Readthedocs-based documentation of the major contributions of the AEQUITAS project
aequitas-lib
AEQUITAS Core Library [approach UCC]: detection and mitigation algorithms
design-experimenter-ui
UniBo's design for an experimenter UI to be developed
experiment-fauci
Experimental code of the paper "Enforcing Fairness via Constraint Injection with FaUCI"
experiment-images-hospital
experiments-dataAnalysis-HR-AkkodisData
This project aims to explore fairness issues in the use of ML models, with respect to classification algorithms applied to HR datasets.
template-python-project-poetry
Template for Python projects, using Poetry as the build system
Aequitas's Repositories
aequitas-aod/template-python-project-poetry
Template for Python projects, using Poetry as the build system
aequitas-aod/aequitas-ecai23.github.io
Site of the 1st AEQUITAS Workshop on Fairness and Bias in AI, co-located with ECAI 2023
aequitas-aod/aequitas-backend
[WIP] AEQUITAS Backend Service: providing API for a Q/A-based system aimed at guiding users in their fair-AI workflows
aequitas-aod/aequitas-ecai24.github.io
Site of the 2nd AEQUITAS Workshop on Fairness and Bias in AI, co-located with ECAI 2024
aequitas-aod/aequitas-home
Readthedocs-based documentation of the major contributions of the AEQUITAS project
aequitas-aod/aequitas-lib
AEQUITAS Core Library [approach UCC]: detection and mitigation algorithms
aequitas-aod/core-lib
[WIP] AEQUITAS Core Library [approach UniBO]: a (more) practical wrapper of AIF360
aequitas-aod/design-experimenter-ui
UniBo's design for an experimenter UI to be developed
aequitas-aod/experiment-fauci
Experimental code of the paper "Enforcing Fairness via Constraint Injection with FaUCI"
aequitas-aod/experiment-images-hospital
aequitas-aod/experiments-dataAnalysis-HR-AkkodisData
This project aims to explore fairness issues in the use of ML models, with respect to classification algorithms applied to HR datasets.
aequitas-aod/aequitas-flow
Library module for the socio-technical graph component
aequitas-aod/aequitas-frontend
[WIP] Experimenter UI
aequitas-aod/aequitas-impact-ui
UI/Editor component for the socio-technical graph
aequitas-aod/aequitas-rain
Library module for reasoning over fairness policy
aequitas-aod/experiment-fair-by-design-via-apriori
Experimental code for a master thesis on pre-processing mitigation
aequitas-aod/experiment-fairdas
Experimental code of the paper "FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System"
aequitas-aod/experiment-gen-skin-images
Experimental code for two different approaches of controlled image generation for skin disease images (Dataset not included).
aequitas-aod/experiment-synth-text-data-generation-HR-Adecco
This project explores the generation of synthetic tabular data using Large Language Models (LLMs) on textual datasets
aequitas-aod/experiment-ull-dataset-preprocessing
Expermental code for the paper "Unfair Inequality in Education: A Benchmark for AI-Fairness Research"
aequitas-aod/psyke
PSyKE: a (Python) platform for symbolic knowledge extraction