-
Updated
Mar 23, 2022 - Java
fairness-ai
Here are 131 public repositories matching this topic...
Codebase for "Fair-GAIN" for fair ML predictions.
-
Updated
Mar 24, 2023 - Python
The Fair Energy AI is an demonstration on how AI models and software relying on them can be transparent and deliver fair results in Energy Management sector.
-
Updated
Feb 14, 2024 - Svelte
Examining the susceptibility of Fairness Measures to various scenarious of data imbalance
-
Updated
Jan 21, 2023 - Jupyter Notebook
Hmumu classifiers trained to be fair w.r.t. the invariant mass.
-
Updated
Feb 26, 2019 - Python
A classification model on publicly available Census Bureau data, deployed using FastAPI & Render, with CI/CD incorporated using GitHub Actions.
-
Updated
May 8, 2023 - Jupyter Notebook
Affevtive Bias in Large Pre-trained Language Models
-
Updated
Jan 24, 2023 - Jupyter Notebook
🔍In recent years the advancement of ML (machine learning) increased automation for tasks in different domains. One of the challanges was an issues with job recruitment systems that demonstrated bias toward female applicants [4]. This repo will investigate some of the techniques used to overcome these challenges. 👨🏽🔧
-
Updated
Jul 3, 2022 - Jupyter Notebook
Official Implementation of ClusterFix (WACV 2024)
-
Updated
Mar 11, 2024 - Python
The aim of the project is to apply different global, local and performance interpretability methods as well as model fairness evaluations to a dataset with protected attributes. The dataset regards traffic violations in Montgomery, Maryland, USA. This is a fork of a group project of my Data Science for Business Master's Degree at HEC Paris.
-
Updated
Nov 10, 2023 - Jupyter Notebook
Code for paper "A survey on datasets for fairness-aware learning", @ Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (https://doi.org/10.1002/widm.1452). Repository maintained by Tai Le Quy.
-
Updated
Jun 21, 2022 - Jupyter Notebook
-
Updated
Jan 24, 2023 - Python
fairness constraint with Tensorflow Constrained Optimization in the context of InDian jobs
-
Updated
Oct 16, 2020 - Jupyter Notebook
-
Updated
Dec 13, 2019 - Jupyter Notebook
Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.
-
Updated
May 4, 2024 - Jupyter Notebook
Code for the definition and testing of three new fairness-aware algorithms: Fair Decision Tree, Fair Genetic Pruning, and Fair LightGBM (FDT, FGP, FLGBM), completed for my Master's thesis.
-
Updated
Aug 11, 2024 - Python
FACT-AI (Fairness, Accountability, Confidentiality, and Transparency in AI) Project on Debiasing word embeddings
-
Updated
Feb 3, 2020 - Jupyter Notebook
This is the implementation for the paper titled: Fairness-aware Naive Bayes Classifier for Data with Multiple Sensitive Features.
-
Updated
Jan 3, 2023 - Jupyter Notebook
Improve this page
Add a description, image, and links to the fairness-ai topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the fairness-ai topic, visit your repo's landing page and select "manage topics."