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Meeting notes:
Machine Learning WG
Meetings on every first Tuesday of the month
https://us02web.zoom.us/j/86595617140?pwd=aEZJeEtPZ2dmcjRmVkhnVUVWOEZOZz09
Jul 2
No meeting, Max away
Jun 4
Attendees
Max
Wei Ji
Andrew
Agenda
60 second updates
Wei Ji
Trying
Rust for machine learning
(
Using
B
urn
framework
for
LEAP’s ClimSim
K
aggle challenge)
https://github.com/weiji14/climsimburn
Andrew
Holoviews is about to be released
highlights from 1.19 - more optimized callbacks, popup improvements
ESIP funding -
https://www.esipfed.org/lab/rfp/
Max
https://discourse.pangeo.io/t/pangeo-showcase-pangeo-ml-open-source-tools-and-pipelines-for-scalable-machine-learning-using-nasa-earth-observation-data/4249
resample_blocks implementation in ndpyramid
Collaborating
on NASA OSFTL proposal for Zarr
May 7
Attendees
Max
Wei Ji
Yoni
Agenda
60 second updates
Max
Giving Pangeo showcase talk on ML outcomes - <add link>
Wei Ji
Working on NASA IMPACT weather foundation model fine-tuning
Gave a
poster
at
M
IGARS
-
https://github.com/weiji14/migars2024
conda-forge packaging for flash
-
attention for transformer based models on GPUs
-
https://github.com/conda-forge/staged-recipes/pull/26239
Yoni
Joined ZeusAI for foundation model work
Will be at SatSummit next week
Conferences
Max will be helping with Xarray tutorial at SciPy. UW half-day hackday?
ICML Foundation Model workshop -
https://openreview.net/group?id=ICML.cc/2024/Workshop/FM-Wild#tab-recent-activity
CZI and Sloan RFI -
https://cziscience.medium.com/request-for-information-pathways-to-ai-enabled-research-55c52124def4
Wei Ji to make a forum post
Submit something on Pangeo ML tooling?
Yoni looking at xarray regridding libraries -
https://github.com/EXCITED-CO2/xarray-regrid
April 2
Please turn on JavaScript to use Paper in all of its awesomeness. ^_^
Jul 2
Jun 4
May 7
April 2