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Projects in Awesome Lists tagged with bias
A curated list of projects in awesome lists tagged with bias .
https://github.com/charlax/engineering-management
A collection of inspiring resources related to engineering management and tech leadership
article bias culture decisions employee-handbook engineering-management leader management
Last synced: 30 Sep 2024
https://github.com/interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
ai artificial-intelligence bias blackbox differential-privacy explainability explainable-ai explainable-ml gradient-boosting iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml interpretml machine-learning scikit-learn transparency xai
Last synced: 29 Sep 2024
https://github.com/trusted-ai/aif360
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.
ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai
Last synced: 30 Sep 2024
https://github.com/IBM/AIF360
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.
ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai
Last synced: 28 Aug 2024
https://github.com/Trusted-AI/AIF360
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.
ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai
Last synced: 31 Jul 2024
https://github.com/EthicalML/xai
XAI - An eXplainability toolbox for machine learning
ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library
Last synced: 30 Jul 2024
https://github.com/ethicalml/xai
XAI - An eXplainability toolbox for machine learning
ai artificial-intelligence bias bias-evaluation downsampling evaluation explainability explainable-ai explainable-ml feature-importance imbalance interpretability machine-learning machine-learning-explainability ml upsampling xai xai-library
Last synced: 30 Sep 2024
https://github.com/dssg/aequitas
Bias Auditing & Fair ML Toolkit
bias fairness fairness-testing machine-bias
Last synced: 31 Jul 2024
https://github.com/explainX/explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]
aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai
Last synced: 01 Aug 2024
https://github.com/explainx/explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]
aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai
Last synced: 29 Sep 2024
https://github.com/twitter-research/image-crop-analysis
Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
bias computer-vision fairness fairness-ml image-processing machine-learning research
Last synced: 31 Jul 2024
https://github.com/synthesized-io/fairlens
Identify bias and measure fairness of your data
bias data data-analysis data-science fairness pandas python statistics
Last synced: 03 Aug 2024
https://github.com/ResponsiblyAI/responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
artificial-intelligence audit bias bias-correction bias-finder bias-reduction data-science ethics fairness fairness-ai fairness-awareness-model fairness-ml fairness-testing machine-bias machine-learning natural-language-processing python
Last synced: 02 Aug 2024
https://github.com/apple/dnikit
A Python toolkit for analyzing machine learning models and datasets.
ai bias compression data data-duplication fairness fairness-ml introspection machine-learning ml python
Last synced: 28 Sep 2024
https://github.com/aida-ugent/fairret
A fairness library in PyTorch.
ai artificial-intelligence bias deep-learning fairness fairness-ai fairness-ml machine-learning python pytorch
Last synced: 29 Sep 2024
https://github.com/psolymos/bsims
Bird Point Count Simulator
bias birds detectability shiny simulation survey-design
Last synced: 02 Oct 2024
https://github.com/sammous/biasimpact
BiasImpact - Get more insights about the news you read
bias fake-news media natural-language-processing news
Last synced: 02 Oct 2024