mas-veritas2 / veritastool
Veritas Diagnosis Toolkit for Fairness Assessment
☆20Updated last year
Alternatives and similar repositories for veritastool:
Users that are interested in veritastool are comparing it to the libraries listed below
- ☆38Updated last year
- ☆13Updated last year
- A toolbox for differentially private data generation☆131Updated last year
- A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podc…☆71Updated this week
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆114Updated last year
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆86Updated last month
- A library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- Project for open sourcing research efforts on Backward Compatibility in Machine Learning☆73Updated last year
- A toolkit for tools and techniques related to the privacy and compliance of AI models.☆100Updated 9 months ago
- Benchmarking synthetic data generation methods.☆272Updated this week
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆82Updated 2 years ago
- ☆35Updated last year
- Evaluate real and synthetic datasets against each other☆86Updated 3 months ago
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆29Updated 3 years ago
- SDNist: Benchmark data and evaluation tools for data synthesizers.☆35Updated 2 weeks ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆120Updated last year
- ☆20Updated 4 years ago
- ☆39Updated 2 years ago
- FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.☆14Updated last year
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆104Updated last year
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated last year
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆225Updated last month
- 💡 Adversarial attacks on explanations and how to defend them☆314Updated 4 months ago
- Federated Learning Utilities and Tools for Experimentation☆189Updated last year
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆639Updated last month
- A curated list of awesome Fairness in AI resources☆319Updated last year
- A novel approach for synthesizing tabular data using pretrained large language models☆309Updated 5 months ago
- ☆31Updated 3 years ago
- Differentially-private transformers using HuggingFace and Opacus☆136Updated 7 months ago
- code for ehrMGAN☆19Updated 2 years ago