geoelements / geoelements/gns

Application to 3D dataset

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#91 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
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Description

Hello,
I am interested in applying the GNS approach to my dataset. Specifically, I intend to use ceramic fragments as nodes to predict the location of the fragments after the ceramic is impacted. However, after expanding my test dataset to 3D, I am having a bit of a problem with the dimensionality of the boundary distances, and the boundaries are never dimensionally aligned with the most_recent_position.
Can you suggest how best to modify the current framework to accommodate the 3D dataset? Any guidance or advice would be appreciated.

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Research direction

The issue names no files, tests, or entry points to start from. Clarify how boundary distances and most_recent_position are represented in the current framework, identify the required 3D behavior, and define a test or example dataset that demonstrates dimensional alignment.

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Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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