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Query2box-like box embeddings using exact geometric box intersections, rather than an attention-based intersection method

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Jeffrey-Sardina/Query2Geom

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Geometric Intersection Calculation

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geom/

  • this is where all the code goes. It's bundled in here so that it can be mounted easily in Docker

install/

  • manages initialising Docker image. It may require modification for different hardware, depending on which Torch binaries are supported by your GPU

geom/query2geom/

  • this is for our modified system, using exact geometrical calculations for both box centre (something the original paper did) and offset (something the original paper did not seem to do).
  • the original query2box system (using their attention mechanism) can still be run as well

Root files

.gitignore

  • files and folders to be ignored by Git

docker-compose.yml

  • for creating and launching a Docker container. Note: this is not the best way to do it, but it works

readme.md

  • yo dawg, I heard you liked readmes. So I put a readme in your readme, so you can read a readme while you read a readme

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Query2box-like box embeddings using exact geometric box intersections, rather than an attention-based intersection method

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