Topic: fairness-ai Goto Github
Some thing interesting about fairness-ai
Some thing interesting about fairness-ai
fairness-ai,Code to accompany NeurIPS paper https://arxiv.org/abs/2006.08564
Organization: abacusai
Home Page: https://arxiv.org/abs/2006.08564
fairness-ai,A fairness library in PyTorch.
Organization: aida-ugent
Home Page: https://aida-ugent.github.io/fairret/
fairness-ai,PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]
User: ajsanjoaquin
fairness-ai,This GitHub repository offers resources to create fair and unbiased AI systems, including libraries, tools and tutorials on identifying and mitigating bias in machine learning models and implementing fairness in AI.
User: ali-alameer
fairness-ai,CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
User: arezou-pakzad
fairness-ai,A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI, Trustworthy AI, and Human-Centered AI.
Organization: athenacore
fairness-ai,Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Organization: aws
fairness-ai,Code to accompany 2019 paper.
User: benjaminrwilson
fairness-ai,Papers and online resources related to machine learning fairness
Organization: brandeis-machine-learning
fairness-ai,Machine Learning Bias Mitigation
Organization: cdeiuk
Home Page: https://cdeiuk.github.io/bias-mitigation/
fairness-ai,Counterfactual Local Explanations of AI systems
User: clearexplanationsai
fairness-ai,Talks & Workshops by the CODAIT team
Organization: codait
Home Page: http://www.codait.org
fairness-ai,Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.
Organization: credo-ai
Home Page: https://credoai-lens.readthedocs.io/en/stable/
fairness-ai,Open-source toolkit to help companies implement responsible AI workflows.
Organization: cylynx
Home Page: https://www.verifyml.com
fairness-ai,SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments
User: dbountouridis
fairness-ai,WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
Organization: dccuchile
Home Page: https://wefe.readthedocs.io/
fairness-ai,👋 Influenciae is a Tensorflow Toolbox for Influence Functions
Organization: deel-ai
Home Page: https://deel-ai.github.io/influenciae
fairness-ai,Awesome list of AI Fairness tools, research papers, tutorials and any other relevant materials. For use by data scientists, AI engineers and policymakers alike.
Organization: emergingtechpolicy
fairness-ai,A Python package to assess and improve fairness of machine learning models.
Organization: fairlearn
Home Page: https://fairlearn.org
fairness-ai,[ICMLA 2021] Jurity: Fairness & Evaluation Library
Organization: fidelity
Home Page: https://fidelity.github.io/jurity/
fairness-ai,FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
User: firmai
Home Page: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3619715
fairness-ai,🐢 Open-Source Evaluation & Testing for LLMs and ML models
Organization: giskard-ai
Home Page: https://docs.giskard.ai
fairness-ai,Article for Special Edition of Information: Machine Learning with Python
Organization: h2oai
Home Page: https://www.mdpi.com/journal/information/special_issues/ML_Python
fairness-ai,Data and Model-based approaches for Mitigating Bias in Machine Learning Applications
User: heyaudace
fairness-ai,PyTorch package to train and audit ML models for Individual Fairness
Organization: ibm
Home Page: https://ibm.github.io/inFairness
fairness-ai,Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale
Organization: ibm
Home Page: https://developer.ibm.com/patterns/monitor-custom-machine-learning-engine-with-ai-openscale/
fairness-ai,Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
User: jphall663
fairness-ai,R package for computing and visualizing fair ML metrics
User: kozodoi
Home Page: https://cran.r-project.org/package=fairness
fairness-ai,The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
Organization: linkedin
fairness-ai,Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
Organization: microsoft
Home Page: https://responsibleaitoolbox.ai/
fairness-ai,A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
Organization: microsoft
fairness-ai,Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
Organization: microsoft
fairness-ai,Multi-Calibration & Multi-Accuracy Boosting for R
Organization: mlr-org
fairness-ai,A curated list of Robust Machine Learning papers/articles and recent advancements.
User: monk1337
fairness-ai,This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.
Organization: oracle-samples
fairness-ai,[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
User: pliang279
fairness-ai,[ACL 2020] Towards Debiasing Sentence Representations
User: pliang279
fairness-ai,Massively Annotated DeepFake Databases - IEEE Transactions on Technology and Society 2024
User: pterhoer
Home Page: https://ieeexplore.ieee.org/document/10438899
fairness-ai,Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Organization: responsiblyai
Home Page: http://docs.responsibly.ai
fairness-ai,Data and code for Salesforce Research paper, GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning - https://arxiv.org/abs/2012.03900 . The paper provides methods for constraint graph augmentation and optimal facility placement problems
Organization: salesforce
fairness-ai,Re-implementation of the paper "Exacerbating Algorithmic Bias through Fairness Attacks"
User: toliz
fairness-ai,A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Organization: trusted-ai
Home Page: https://aif360.res.ibm.com/
fairness-ai,EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
User: txsun1997
Home Page: https://arxiv.org/abs/2210.07626
fairness-ai,Examples of unfairness detection for a classification-based credit model
User: valeria-io
fairness-ai,Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
Organization: wearepal
Home Page: https://wearepal.ai/EthicML/
fairness-ai,Source code for KDD 2020 paper "Algorithmic Decision Making with Conditional Fairness".
User: windxrz
Home Page: https://arxiv.org/abs/2006.10483
fairness-ai,FairBatch: Batch Selection for Model Fairness (ICLR 2021)
User: yuji-roh
fairness-ai,FR-Train: A Mutual Information-Based Approach to Fair and Robust Training (ICML 2020)
User: yuji-roh
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