https://github.com/pair-code/knowyourdata

A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.
https://github.com/pair-code/knowyourdata

Last synced: about 1 month ago
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A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.

• Host: GitHub
• URL: https://github.com/pair-code/knowyourdata
• Owner: PAIR-code
• License: apache-2.0
• Archived: true
• Created: 2021-05-11T21:16:07.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-10-29T13:08:00.000Z (over 1 year ago)
• Last Synced: 2024-04-18T05:18:56.738Z (2 months ago)
• Language: CSS
• Homepage: https://knowyourdata.withgoogle.com
• Size: 26.1 MB
• Stars: 275
• Watchers: 10
• Forks: 23
• Open Issues: 11
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Lists

• awesome-machine-learning-interpretability - PAIR-code / knowyourdata - code/knowyourdata?style=social) | "A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues." | (Technical Resources / Open Source/Access Responsible AI Software Packages)

README

        
# Know Your Data

Know Your Data is a tool to help researchers, engineers, product teams and decision makers understand datasets with the goal of improving data quality, as well as helping mitigate fairness and bias issues.

[Explore Know Your Data for datasets supported by the TensorFlow Datasets API!](https://knowyourdata-tfds.withgoogle.com/)

You can find documentation for the tool [here](https://knowyourdata.withgoogle.com/).

![Know Your Data](kyd-explore.gif "Know Your Data")

This repository contains the code for the website and user documentation.