​​​🕘​ Meeting notes: Machine Learning WG

​​November 2

  • ​​Introductions
  • ​​Attendees:
  • ​​DG
  • ​​Charlie Beckler
  • ​​John Shreck

​​October 5

​​​@Jeff S​ ​@Joe H​ ​@Noah B​ ​@Tom​ @raybell @zacflamig
​​
  • ​​Longer term updates
  • ​​Personal updates
​​

​​Discussion

  • ​​Joe:
  • ​​Pangeo NASA proposal accepted! 1 hire @ carbon plan to produce software and develop applications.
  • ​​Tom:
  • ​​Jeff: snakemake hyper-parameter search
  • ​​Zac Flamig (AWS open data team)
  • ​​David
  • ​​AI Institute
  • ​​tools: scons
  • ​​Ray Bell (Royal Caribbean Data scientist)
  • ​​developer xskillscore
  • ​​Noah
  • ​​Using Argo as a container-centric (kubernetes-specific) workflow language
  • ​​Looking at parquet for storage
  • ​​Any xarray / zarr datasets to SQL-like bigquery thing?
  • ​​Joe: DNA-like dataset
  • ​​Zac: Athena - SQL front-end backed by different storage backends. 

​​August 3

​​​@Jeff S​ ​@Sebastian A​ ​@David G​ @Laique @LukeGregor ​@Noah B​
​​
  • ​​AMS Annual is virtual. Abstract Deadline August 24, AI conference. Relevant sessions:
  • ​​aI for climate applications
  • ​​blending ai with wx and climate models
  • ​​open datasets for ai research and applications
  • ​​python frameworks for reproducible communicable 
  • ​​using hpc to accelerate ML
  • ​​How to make pangeo work better for ML?
  • ​​need example