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github.com/benanne/kaggle-galaxies @main

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389 symbols 1,070 edges 49 files 102 documented · 26%
What it actually does AI analysis from the code graph — generated when you open this
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Core symbols most depended-on inside this repo

error
called by 51
layers.py
output
called by 50
layers.py
predictions
called by 34
layers.py
get_output_shape
called by 32
layers.py
shared_single
called by 12
layers.py
tc_softmax
called by 11
custom.py
grad
called by 11
consider_constant.py
get_output_shape
called by 9
cc_layers.py

Shape

Method 186
Function 150
Class 53

Languages

Python100%

Modules by API surface

layers.py131 symbols
realtime_augmentation.py63 symbols
custom.py62 symbols
load_data.py39 symbols
cc_layers.py37 symbols
try_convnet_cc_multirotflip_3x69r45_shareddense512.py3 symbols
try_convnet_cc_multirotflip_3x69r45_shareddense.py3 symbols
try_convnet_cc_multirotflip_3x69r45_pysex.py3 symbols
try_convnet_cc_multirotflip_3x69r45_normconstraint.py3 symbols
try_convnet_cc_multirotflip_3x69r45_maxout2048_pysex.py3 symbols
try_convnet_cc_multirotflip_3x69r45_maxout2048_extradense_pysexgen1_dup2.py3 symbols
try_convnet_cc_multirotflip_3x69r45_maxout2048_extradense_pysexgen1_dup.py3 symbols

For agents

$ claude mcp add kaggle-galaxies \
  -- python -m otcore.mcp_server <graph>

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