carpentries-incubator / proposals

Open an issue in this repository to share Carpentries-style lessons and lesson ideas.
87 stars 4 forks source link

[Proposal]: Trustworthy AI: Explainability, Bias, and Fairness #185

Closed qualiaMachine closed 2 months ago

qualiaMachine commented 2 months ago

1. Lesson Topic

Trustworthy AI: Explainability, Bias, and Fairness

2. Lesson Language

English

3. Draft materials

https://annapmeyer.github.io/fair-explainable-ml/ and https://docs.google.com/document/d/1W2IKH7HGMmRmHTzqCfOxrmi-sr8BDb71Z_EBMH1oUpk/edit?usp=sharing

4. Requirements for existing materials

5. New repository creation

6. Transfer existing repository

7. Collaborators

@qualiaMachine, @annapmeyer, @uppaal, yiqiaozhong10@gmail.com

8. Info/Questions

We have reached out and discussed this workshop with Tom Pollard, who developed a somewhat similar workshop: https://carpentries-incubator.github.io/machine-learning-responsible-python/

Tom's workshop is much more conceptual (and much shorter), and he agreed it made sense to branch off and do a new workshop that is more focused on hands-on implementations of the concepts Tom covers in his workshop. We believe it's best to have both options because not everyone needs the hands-on implementations — some just need to be quickly briefed on these important issues.

Also, we are in the early stages of transferring our google doc material to the github repo. The repo will look much more fleshed out in the coming weeks.

tobyhodges commented 2 months ago

Thank you for submitting this lesson to The Carpentries Incubator, @qualiaMachine!

You should have received an invitation to join a Team of maintainers (trustworthy-ml-maintainers) for the lesson, as part of the carpentries-incubator organization on GitHub. After you have accepted that invitation, you should be able to initiate the transfer into carpentries-incubator, via the repository Settings. When that is done, I will make sure that you retain the appropriate level of access to the repository: you will be given full administrative rights, and the collaborators you listed above will be given "Maintain" privileges.

To keep in touch with The Carpentries curriculum community you may find it useful to join the incubator-developers list on The Carpentries TopicBox and/or the lesson-dev channel on The Carpentries Slack. Joining the Slack channel requires that you first become a member of that workspace.

I will leave this issue open until the transfer has been completed. If you have any questions about the process, or if you run into any trouble, please post back here and I will be happy to help you.

qualiaMachine commented 2 months ago

Thanks, Toby! We have completed the transfer. If possible, can you make both me and @annapmeyer admins on this repo?

tobyhodges commented 2 months ago

Done! Thank you @qualiaMachine.

I will close this issue now that the repository is set up and you have the appropriate access. I will still receive notifications so please post back here if you have any questions!