ml-workflow-examples
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Simple examples of data pipelines from xarray to ML training
Hi folks, we have our regular monthly Pangeo Machine Learning Working Group call scheduled for tomorrow (Dec 6) at 9a PT. Unfortunately, I won't be able to make the meeting...
@jhamman had the great idea in today's meeting of organizing an independent workshop on pangeo + ML to occur towards the end of the year. I think this is a...
This a test code to use Sentinel-1 data (already available as GeoTiff file for the area of interest) along with labels from Global Forest Watch (available in another GeoTiff) for...
@mrocklin has started an impromptu xarray feature wishlist focusing mainly uses of Xarray for machine learning. It would be great to get some input from this group on the subject....
I'm playing with the example from https://github.com/pangeo-data/ml-workflow-examples/pull/2. See https://nbviewer.jupyter.org/gist/TomAugspurger/f23c5342bef938a120b83a11d1cae077 for the updates. On this subset, it seems like the dask + xarray overhead over h5py is about 2x. I think...