🕘 Meeting notes: Machine Learning WG
Meetings on every first Tuesday of the month

February 6

  • Attendees
  • Max Jones
  • Wei Ji Leong

  • Agenda
  • Introduction
  • 60 second updates
  • Zarr sprints
  • Max
  • ndpyramid / pangeo-forge-recipes work ongoing
  • interested in whether pyramids could be used for model training
  • SRCNN
  • Joe opened a xbatcher PR and gave a talk at AMS, should be released soon - planning to review this week
  • Wei Ji
  • Get Pangeo ML Ecosystem blog post finalized - 

January - No meeting, next one is February 6

December 5

  • Attendees
  • Max Jones
  • Andrew Huang
  • Wei Ji Leong
  • Ryan Avery
  • Agenda
  • Introduction
  • 60 second updates
  • Max
  • AGU next week, Pangeo having booth sponsored by Earthmover and Coiled.
  • Zarr v3 refactor led by Joe Hamman, and Pangeo web site
  • ndPyramid and tying to Pangeo-forge recipes
  • Anderson leading refactor of xarray Variable, could be similar to NamedTensor
  • Working on better intake-esm support for Kerchunk
  • Andrew H
  • Attending the "Environmental Data Science Summit" by The National Center for Ecological Analysis and Synthesis. May be discussing the intersection of LLM and Environmental Data Science
  • Aiming to add Pangeo, pystac, intake, and Kerchunk embeddings so users can easily use data loading
  • Wei Ji
  • Looking into vector databases to store these vector embeddings, file formats for embeddings like Lance, etc.
  • Ryan