Add cnn model#813

Draft

sevmag wants to merge 34 commits into

graphnet-team:mainfrom

sevmag:add_cnn_model

Commits on May 19, 2026

Adding Images
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fix init
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fix logic for detector in IC86 Image
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Fixing bugs TheoCNN
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more fixes for cnn
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Fixing batching for images
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Adjusting imports
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Fixing gitignore & mapping_table

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fixing image num_nodes
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adding_counts to summary features
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change mapping to faster version
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Faster Mapping & unit tests
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Rename classes & more unit tests
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Adding LCSC model
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Changing annotations and docstrings
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Adding example script
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adding cnn example
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Adjust docstring
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Fixing comments in example
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Add more to docstring in LCSC
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adjust docstrings theos cnn
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docstring clean ups
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add info to docstring
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add shape property
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renaming the module to IceCubeDNN

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removing unecessary typing annotations in docstring

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cleaned up the __init__ of LCSC and defined parsing private functions

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make IceCubeDNN configurable

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adjusted docstring and assertion logic of LCSC to clarify detector usage

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fix spelling mistake and clarify comment

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add shape property to imagedefinition

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fixing the commnets of the PR for the CNN
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renaming the module for easier user experience
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removing parquet mapping files entirely
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