• RooFit and AD in Combine - part of GH issue - scheduled xx:00 next to the coffee table (just an example)
• Fitting tools and amplitude analysis / PWA - part ofGH issue
• Automatic Interoperability Between C++ and Python - GH issue
• Shared histogram filling with dask-histogram - GH issue
• Using custom schedulers with dask - GH issue
• Using dask to hide serviceX (or other things) behind dask-awkward - GH issue
• Analysis organizational principles in practice: dask / luigi and the line in the sand between the two - GH issue
• Doing open source - GH issue
• Best practices for collaborative ML R & D: How to structure frameworks and collaboration - GH issue
• Managing user expectations for completion in constrained resource environments (feedback systems!) GH issue
• data lifecycles in modern analysis and efficient tiered caching policies GH issue
• complete ML workflows in analysis: facilities capabilities and user interface GH issue
• Full automatic differentiation applications and gradient sharing GH issue
• …

25th July, Tuesday

Discussion Session 1: 11:30 → 12:30

• Axes - front of the blackboard in coffee area
  • example of a bit of physics logic with awkward that uses axes and could be cleaned up: https://gist.github.com/alexander-held/a9ff4928fe33e8e0c09dd27fbdfd24d9
• ML - behind blackboard in coffee area
• Vertical Scaling - Main auditorium

Discussion Session 2: 13:30 → 15:00

• Horizontal scaling - Main auditorium
• Training - behind blackboard in coffee area

Discussion Session 3: 15:30 → 17:15

• Harmonizing UX and performance - Main auditorium
• what? - where?