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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1213c9d
fix init
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2d36d68
fix logic for detector in IC86 Image
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fdba4a0
Fixing bugs TheoCNN
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2fd47c4
more fixes for cnn
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1e92953
Fixing batching for images
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a0236e8
Adjusting imports
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a39bb2c
Fixing gitignore & mapping_table

Severin Magel
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86aec19
fixing image num_nodes
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5ac91bd
adding_counts to summary features
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44df3ae
change mapping to faster version
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278c9a8
Faster Mapping & unit tests
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dcda2a7
Rename classes & more unit tests
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df430eb
Adding LCSC model
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5f15949
Changing annotations and docstrings
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d5670d6
Adding example script
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7d17292
adding cnn example
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e42cbd0
Adjust docstring
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2c81ba3
Fixing comments in example
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75f6663
Add more to docstring in LCSC
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436b634
adjust docstrings theos cnn
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e946e79
docstring clean ups
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5236275
add info to docstring
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aa4c939
add shape property
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85fd9de
renaming the module to IceCubeDNN

Severin Magel
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55263f9
removing unecessary typing annotations in docstring

Severin Magel
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404b1c9
cleaned up the __init__ of LCSC and defined parsing private functions

Severin Magel
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08c6d3e
make IceCubeDNN configurable

Severin Magel
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ebb9d08
adjusted docstring and assertion logic of LCSC to clarify detector usage

Severin Magel
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08da2cf
fix spelling mistake and clarify comment

Severin Magel
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309decb
add shape property to imagedefinition

Severin Magel
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452905c
fixing the commnets of the PR for the CNN
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fdbe10c
renaming the module for easier user experience
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ecac51b
removing parquet mapping files entirely
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0256b25