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395 symbols 1,113 edges 69 files 29 documented · 7%

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README

Deep Learning Notes:

Image Processing

Based on PyTroch This repo is for personal summary. For more specific content, please refer to the original repo. links: - Tutorial：https://github.com/WZMIAOMIAO/deep-learning-for-image-processing - Video：https://space.bilibili.com/18161609

NLP

NER related

Core symbols most depended-on inside this repo

_mcfg

called by 24

CV/Pytorch_classification/RegNet/model.py

update

called by 14

CV/Pytorch_classification/ConfusionMatrix/main.py

backward

called by 11

CV/Pytorch_classification/CRNN_PyTorch/warpctc_pytorch.py

complexity

called by 7

CV/Pytorch_classification/model_complexity/model.py

mk_file

called by 4

CV/data_set/split_data.py

_make_layer

called by 4

CV/Pytorch_classification/ResNet/model.py

resnet34

called by 4

CV/Pytorch_classification/ResNet/model.py

create_co_matrix

called by 4

NLP/Deep_Learning_Advanced_NLP/chap02_002_co_matrix.py

Shape

Method 182

Function 139

Class 74

Languages

Python100%

Modules by API surface

CV/Pytorch_classification/vision_transformer/vit_model.py29 symbols

CV/Pytorch_classification/EfficientNet/model.py29 symbols

CV/Pytorch_classification/model_complexity/model.py27 symbols

CV/Pytorch_classification/RegNet/model.py25 symbols

CV/Pytorch_classification/grad_cam/vit_model.py20 symbols

CV/Pytorch_classification/DenseNet/model.py20 symbols

CV/Pytorch_classification/grad_cam/utils.py19 symbols

CV/Pytorch_classification/MobileNet/ model_v3.py17 symbols

CV/Pytorch_classification/ResNet/model.py15 symbols

CV/Pytorch_classification/CRNN_PyTorch/dataset.py14 symbols

CV/Pytorch_classification/ShuffleNet/model.py13 symbols

CV/Pytorch_classification/GoogleNet/model.py13 symbols

For agents

$ claude mcp add Deep-Learning-Notes \
  -- python -m otcore.mcp_server <graph>

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