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17 search results found

Interpret ⭐ 5,992

Fit interpretable models. Explain blackbox machine learning.

Aif360 ⭐ 2,293

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.

XAI - An eXplainability toolbox for machine learning

Explainx ⭐ 375

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]

Awesome Fairness In Ai ⭐ 257

A curated list of awesome Fairness in AI resources

Image Crop Analysis ⭐ 198

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

This is a collection of papers and other resources related to fairness.

Data Ethics Club ⭐ 73

A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.

Machine Learning Ethics References ⭐ 54

List of references about Machine Learning bias and ethics

25daysinmachinelearning ⭐ 48

I will update this repository to learn Machine learning with python with statistics content and materials

A Python toolkit for analyzing machine learning models and datasets.

Responsibly ⭐ 41

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

Facerec Bias Bfw ⭐ 40

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

Responsibleai ⭐ 34

A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.

Equalityml ⭐ 24

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.

Livros Tecnologia Sociedade ⭐ 24

Nesse repositório vou disponibilizar links para livros, apresentações, artigos e cursos gratuitos que me ajudarem na minha pesquisa sobre como o viés inconsciente tem afetado a Inteligência Artificial e quais seus impactos no futuro da humanidade.

Bias detection and contextual evaluation tool for your AI projects

Deep Learning Machine Learning Ai Tensorflow Python ⭐ 11

🐍 A Collection of Notes for Learning & Understanding Deep Learning / Machine Learning / Artificial Intelligence (AI) with TensorFlow 🐍

Brabenetz ⭐ 9

🧠 A fast and clean supervised neural network in C++, capable of effectively using multiple cores

Interactive Perceptrons ⭐ 9

Try to find the right weights manually.

Matching With Gans ⭐ 7

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

Canonical_sets ⭐ 5

Exposing Algorithmic Bias with Canonical Sets

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