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🕘 Meeting notes: Machine Learning WG

Feb 3, 2020

Attendees

@Stephan R

@David G

@Joe H

@Tom

@Hamed A

Jeffrey Sadler

Zhonghua Zheng

Quick Updates:

Agenda:

Benchmarks (Stephan)

https://github.com/pangeo-data/WeatherBench

Joe: quick overview of NASA proposal that we submitted last week

Tom: FYI https://github.com/scikit-learn/enhancement_proposals/pull/17 and https://github.com/scikit-learn/enhancement_proposals/pull/25 (how scikit-learn handles features names, named inputs like DataArray.

Radiant ML Hub: https://www.mlhub.earth/

workshop

NOAA AI (deadline Feb 14)

ICLR, https://ai4earthscience.github.io/iclr-2020-workshop/

Jan 6, 2020

Attendees

@Joe H

@David G

Quick update:

Joe:

Proposals

Still working on Met disaggregation ML work

David:

Getting ready for AMS

Proposals

Jeff:

Working on continental scale streamflow prediction, finishing up data prep

Zhonghua

https://github.com/pangeo-data/ml-workflow-examples/blob/master/AWS-S3-Dask-XGBoost.ipynb

working on climate temperature emulator

using xgboost

Agenda:

NVIDIA Jlab extension for GPUs

Action Items:

Dec 2, 2019