A curated list of awesome Fairness in AI resources
☆334Sep 15, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-fairness-in-ai
Users that are interested in awesome-fairness-in-ai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Papers and online resources related to machine learning fairness☆74May 11, 2023Updated 3 years ago
- PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition☆11Mar 18, 2021Updated 5 years ago
- This is a collection of papers and other resources related to fairness.☆95May 12, 2026Updated last month
- Papers on fairness in NLP☆451May 2, 2024Updated 2 years ago
- under review☆14Mar 1, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Automated Machine Learning (AutoML) for Kaggle Competition☆32Jul 6, 2023Updated 2 years ago
- PyTorch code for the Neurips 2021 paper: Fairness via Representation Neutralization☆10Oct 26, 2021Updated 4 years ago
- Comparing fairness-aware machine learning techniques.☆161Dec 26, 2022Updated 3 years ago
- ☆50Mar 24, 2023Updated 3 years ago
- DiscoverPath, a KG-based re- trieval system designed for biomedical research. This system aims to assist biomedical researchers in dynami…☆28Oct 25, 2023Updated 2 years ago
- A Python package to assess and improve fairness of machine learning models.☆2,253Updated this week
- ☆315Mar 8, 2023Updated 3 years ago
- Data and Model-based approaches for Mitigating Bias in Machine Learning Applications☆23Sep 10, 2019Updated 6 years ago
- ☆38Mar 4, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.☆72Apr 21, 2023Updated 3 years ago
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- Python code for training fair logistic regression classifiers.☆192Jan 10, 2022Updated 4 years ago
- Energetic GraphNeural Networks (EGNN) implementation based on Dirichlet Energy Constrained Learning.☆27Nov 1, 2021Updated 4 years ago
- Separable Diffusion Model Unlearning☆13Jan 29, 2025Updated last year
- https://arxiv.org/abs/2102.12594☆14Oct 3, 2023Updated 2 years ago
- A curated list of awesome Deepfakes materials☆441Feb 7, 2023Updated 3 years ago
- Bias Mimicking: A simple sampling approach for Bias Mitigation (CVPR 23)☆14Aug 6, 2023Updated 2 years ago
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆59Sep 6, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official implementation of paper 'Fair Feature Distillation for Visual Recognition'☆17Jun 23, 2021Updated 4 years ago
- Learning Certified Individually Fair Representations☆25Nov 7, 2020Updated 5 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago
- ☆22Jun 3, 2019Updated 7 years ago
- Code for ICLR'2021 paper: On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections☆12Jul 17, 2021Updated 4 years ago
- KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024☆90Feb 27, 2025Updated last year
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆72Oct 20, 2021Updated 4 years ago
- Code for H. Narasimhan, "Learning with Complex Loss Functions and Constraints", AISTATS 2018☆11Mar 21, 2018Updated 8 years ago
- ☆40Jun 22, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆49May 8, 2026Updated last month
- code for https//research.fb.com/publications/towards-automated-neural-interaction-discovery-for-click-through-rate-prediction/☆19Mar 29, 2021Updated 5 years ago
- Data and analysis for 'Machine Bias'☆690Jun 13, 2017Updated 9 years ago
- Code/Models for Defending Against Universal Attacks Through Selective Feature Regeneration, CVPR 2020☆10Jul 31, 2020Updated 5 years ago
- Fair Attribute Classification through Latent Space De-biasing (CVPR 2021)☆72Jun 18, 2021Updated 5 years ago
- A curated list of trustworthy deep learning papers. Continually updating...☆387May 22, 2026Updated 3 weeks ago
- TAMU HELIOS Group PyTen Package☆14Nov 27, 2018Updated 7 years ago