hharcolezi

ldp-audit

A Python package for auditing Local Differential Privacy protocols

aequitas

Bias Auditing & Fair ML Toolkit

tabular-dl-tabr

The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

fairret

A fairness library in PyTorch.

fair_fairness_benchmark

FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.

label_differential_privacy

Official code for Does Label Differential Privacy Prevent Label Inference Attacks? (AISTATS 2023)

label_dp_antipodes

Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"

label-dp

Improving-Fairness-via-Federated-Learning

DeepForest

Python Package for Airborne RGB machine learning

eo-learn

Earth observation processing framework for machine learning in Python

Rprebasso

PREBAS Forest growth model (PRELES + CROBAS + YASSO)

ForestTools

Detect and segment individual tree from remotely sensed data

ReforestationHub

Code used to produce data for: Cook-Patton et al. 2020 Lower cost and more feasible options to restore forest cover in the contiguous United States for climate mitigation, One Earth 3: 739-752, doi.org/10.1016/j.oneear.2020.11.013 (link to publication here: https://www.cell.com/one-earth/fulltext/S2590-3322(20)30603-5)

reforestation-tool

Web-based post-fire reforestation decisionmaking tool

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

DPSDA

[ICLR 2024] Generating DP Synthetic Data without Training

programming-dp

noisy-microdata

Algorithms that add noise at microdata level and remove it at the population level

fall-24

Impact_of_LDP_on_Fairness

Impact of LDP on Fairness

Python_LoPub

python implementation of high dimensional data

dp-fairness-multi-objective-bayesian-optimisation

apparent_skincolor

"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)

Prefair

Code for PreFair and Evaluation

Fair-SMOTE

GitHub repo for FSE 2021 Paper - ``Bias in Machine Learning Software: Why? How? What to do?''

fairness-privacy

differential-privacy-vs-fairness

Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19

LoDiPCoR

Preserving Local Differential Privacy in Continual Reports using Noise Reusing

reprosyn