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When training the RGCN in PyTorch, if `shuffle=True` then the reaches get mixed up during training and no longer maintain the relationships in the adjacency matrix. `shuffle` is false by default, but…
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Could you please correct a possible misunderstanding I might have: If there is already a small model capable of time series forecasting (a pre-trained ST_Encoder), what is the significance of construc…
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Migrated in from https://www.w3.org/2011/webschema/track/issues/16
Currently only exact dates and date ranges are possible. There are situations where something vaguer is needed to match existing dat…
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Hello Yuan,
This is Yilun Jin (HKUST). Thanks very much for your insightful work and sharing the code!
I was trying to have a glimpse at how your code should work, so I did a simple experiment…
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# Overview
Allow for sorting of query results against `items` endpoints.
In pygeoapi we are considering adopting the [OGC CSW 2.0.2](http://portal.opengeospatial.org/files/?artifact_id=20555) impl…
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Please fill in the following for any issues
Your setup:
1. Operating System (Linux, MacOS, Windows): MacOS
2. Hardware type (x86, ARM..) and RAM: M1 16 gb
3. Python Version (e.g. 3.9): 3.10
…
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Sure! Below is a GitHub issue outlining the task for incorporating bathymetry as a context set in the DeepSensor model. This includes getting the bathymetry data, formatting it for DeepSensor, and tra…
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As was discussed on Slack, there may be design decisions to take so that MLJ can support non-iid tabular data (time series or other).
To get the ball started, here are some thoughts on time series a…
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There was an incomplete proposal for Weather schemas, originally from a team at Microsoft. A rough draft is in W3C mercurial repo, https://dvcs.w3.org/hg/webschema/file/b4c3ad199322/schema.org/ext/wea…
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Several recent ideas address the need for programmer-managed, single-image asynchrony -- namely #270, #271, and #272. I find these very compelling -- maybe even essential for the long-term survival …