​​​🕘​ Meeting notes: Machine Learning WG
​​https://us02web.zoom.us/j/89838681369?pwd=MWJWSWVqMU5pVklZZU9oWWxlRGZZZz09
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​​December 5

  • ​​Attendees
  • ​​Max Jones
  • ​​Chris Dupuis
  • ​​Jim Bednar
  • ​​Wei Ji Leong
  • ​​Dongping Song
  • ​​David John Gagne
  • ​​Agenda
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  • ​​Attendee updates
  • ​​Max:
  • ​​AMS Pangeo meeting, breakout group at <insert link>. Will lead some dev work on xbatcher. Douglas will be leading some other stuff…
  • ​​Xbatcher v0.2.0 released last month, bug on batch_dims selectors <insert-link>. Also lots of side stuff on code improvement and performance.
  • ​​Jim:
  • ​​Dmitry and ? reaching out with Project Pythia, getting things Pythia compatible.
  • ​​Any experience with MLOps? Leaning towards MLFlow, but could be other options.
  • ​​Pyscript working on some stable diffusion app?
  • ​​Holoviews - can use web worker, bypass pyscript, using just pyodide? Opens up some performance benefits.
  • ​​Wei Ji
  • ​​reviewing xbatcher PRs
  • ​​Each use-case/project would probably be built separately as a Jupyter Book, and there would be one central repository to link to all of those ESIP ML tutorials
  • ​​Should talk about linking Pythia to some of these tutorials once created.
  • ​​Chris:
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  • ​​David John:
  • ​​Thomas Martin working on tutorials on pain points for atmos
  • ​​AI2ES lectures on transformers
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​​November 7

  • ​​Attendees
  • ​​Wei Ji Leong / Byrd Polar Climate Research Center
  • ​​Max Jones / CarbonPlan
  • ​​Alek Petty
  • ​​David John Gagne
  • ​​Dhruv Balwada / M2LInES, Columbia University
  • ​​Henry Rodman / NCX
  • ​​jb barre
  • ​​John Schreck
  • ​​Thomas Martin
  • ​​Zhonghua Zheng
​​Agenda for November 7