Agenda for Meeting 4¶
Differential Fairness Toolkit Project – Meeting #2 Date: 4th December 2025, 10.30am Time: Online Participants: All four group members
1. Welcome and purpose of meeting¶
- To review reading and research undertaken since the previous meeting.
2. Discussion Items¶
2.1 Review of intersectional fairness paper¶
- Each member summarises key findings.
- Clarify any difficult concepts (please!!)
- Discuss how the paper can shape the package.
2.2 Package Structure Ideas¶
-
Proposals for:
-
Module layout (e.g.,
metrics/,preprocessing/,visualisation/) - API design (simple functions vs. class-based)
- Example datasets and workflows
- How to make it intuitive for other health data scientists
2.3 Scoping the first version (v0.1)¶
- Minimum viable features
- What is feasible by 9th January?
- Stretch goals (optional)
2.4 Work Division¶
-
Assign roles, e.g.:
-
Metric computation
- Data loaders & preprocessing
- Visualisation tools
- Documentation & examples
- Testing and package installation
2.5 Project Timeline¶
- Weekly tasks
- Checkpoints
- Integration plan
- GitHub branching strategy
3. Actions for Next Week¶
(To be completed during the meeting)