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133 symbols 372 edges 13 files 40 documented · 30% ● updated 5y ago★ 1,34025 open issues

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⨍ Functions 98 ◇ Types & classes 35

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Core symbols most depended-on inside this repo

↓ 7 filesAliasMethod

From: https://hips.seas.harvard.edu/blog/2013/03/03/the-alias-method-efficient-sampling-with-many-discrete-outcomes/

NCE/alias_multinomial.py

↓ 4 filesAverageMeter

Computes and stores the average and current value

util.py

↓ 4 filesadjust_learning_rate

Sets the learning rate to the initial LR decayed by 0.2 every steep step

util.py

↓ 2 filesInsResNet50

Encoder for instance discrimination and MoCo

models/resnet.py

↓ 2 filesRGB2YCbCr

Convert RGB PIL image to ndarray YCbCr.

dataset.py

↓ 2 filesRGB2Lab

Convert RGB PIL image to ndarray Lab.

dataset.py

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Method 64

Class 35

Function 34

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Modules by API surface

models/resnet.py34 symbols

dataset.py25 symbols

models/alexnet.py12 symbols

models/LinearModel.py11 symbols

NCE/NCEAverage.py9 symbols

train_moco_ins.py7 symbols

LinearProbing.py7 symbols

util.py6 symbols

train_CMC.py6 symbols

eval_moco_ins.py6 symbols

NCE/NCECriterion.py6 symbols

NCE/alias_multinomial.py4 symbols

For agents

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

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github.com/HobbitLong/CMC @main

Core symbols most depended-on inside this repo

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