bias

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Here are 214 public repositories matching this topic...

interpretml / interpret

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Fit interpretable models. Explain blackbox machine learning.

Updated Nov 17, 2022
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charlax / engineering-management

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A collection of inspiring resources related to engineering management and tech leadership

article management culture decisions leader bias engineering-management employee-handbook

Updated Oct 31, 2022
Shell

Trusted-AI / AIF360

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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.

Updated Nov 10, 2022
Python

EthicalML / xai

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XAI - An eXplainability toolbox for machine learning

machine-learning ai evaluation ml artificial-intelligence upsampling bias interpretability feature-importance explainable-ai explainable-ml xai imbalance downsampling explainability bias-evaluation machine-learning-explainability xai-library

Updated Oct 30, 2021
Python

dssg / aequitas

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Bias and Fairness Audit Toolkit

bias fairness machine-bias fairness-testing

Updated Nov 18, 2022
Python

lukasz-madon / awesome-concepts

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Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases

awesome-list bias mental-models hackerlaws

Updated Oct 15, 2020

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 @ ms8909@nyu.edu

machine-learning scikit-learn transparency blackbox bias interpretability explainable-artificial-intelligence interpretable-ai explainable-ai explainable-ml xai interpretable-machine-learning machine-learning-interpretability explainability aws-sagemaker explainx

Updated Sep 15, 2022
Jupyter Notebook

amanchadha / coursera-gan-specialization

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Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Updated Jul 1, 2021
Jupyter Notebook

twitter-research / image-crop-analysis

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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

machine-learning research computer-vision image-processing bias fairness fairness-ml

Updated Oct 25, 2021
Jupyter Notebook

datamllab / awesome-fairness-in-ai

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A curated list of awesome Fairness in AI resources

machine-learning ai deep-learning bias fairness interpretability xai gender-bias

Updated Jan 26, 2022

UCLA-DM / Unbiased_LambdaMart

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Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

lightgbm learning-to-rank bias

Updated Oct 30, 2019
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blindpad / blindpad

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Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.