Pangeo ML Ecosystem blog post #625
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Initial draft with an overview, description of the Pangeo Machine Learning stack, where to learn more, acknowledgements and appendix.
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Putting this draft out first, but will probably publish after @negin513's cupy-xarray blog post is published (#614). Happy to chat about it during the Pangeo ML Working Group meeting next Tuesday if folks are around!
Add sentence about SpatioTemporal Asset Catalogs in the cloud-native geospatial file formats subsection, and some minor edits.
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Finish writing about cupy-xarray/kvikIO, xbatcher and zen3geo, plus a summary. Also added the zen3geo Pangeo ML Working Group presentation to the further reading Appendix section.
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Could someone authorize the Vercel preview please 🙏 Also, this blog post is ready for proofreading! |
Done! |
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Updated post date to 2024. Anyone free to review this blog post? |
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I wonder if @jhamman 's upcoming talk at AMS on "A New Cloud Optimized Dataloader for Modern ML Applications" will mean adding something new to this post... |
Yeah, it's a fast changing space 😆 Are they working on something behind the scenes? I've only seen ArrayLake come out of EarthMover last year, but haven't been following too closely. I've also seen other data loading libraries come out recently like |
Co-authored-by: Max Jones <14077947+maxrjones@users.noreply.github.com>
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dcherian
changed the title
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Cool, thanks @maxrjones for adding the funding sources, and @dcherian for pushing the changes and linking to the Earthmover blog post! @andersy005, can you please trigger the preview build, and if that looks ok, we can merge this PR this week? |
weiji14
changed the title
Based on my recent FOSS4G SotM Oceania 2023 talk (slides at https://hackmd.io/@weiji14/foss4g2023oceania).
Preview at https://xarray-dev-git-fork-weiji14-pangeo-ml-ecosystem-2023-xarray.vercel.app/blog/pangeo-ml-ecosystem-2023
TODO: