hub / github.com/cs230-stanford/cs230-code-examples

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107 symbols 409 edges 42 files 90 documented · 84%

README

CS230 Code Examples

We are happy to introduce some code examples that you can use for your CS230 projects. The code contains examples for TensorFlow and PyTorch, in vision and NLP. The structure of the repository is the following:

README.md
pytorch/
    vision/
        README.md
    nlp/
        README.md
tensorflow/
    vision/
        README.md
    nlp/
        README.md

You'll find a README.md in each sub-directory.

Core symbols most depended-on inside this repo

update_vocab

called by 6

tensorflow/nlp/build_vocab.py

load_dataset_from_text

called by 6

tensorflow/nlp/model/input_fn.py

update_vocab

called by 6

pytorch/nlp/build_vocab.py

save

called by 4

tensorflow/vision/model/utils.py

update

called by 4

tensorflow/nlp/model/utils.py

model_fn

called by 3

tensorflow/vision/model/model_fn.py

input_fn

called by 3

tensorflow/vision/model/input_fn.py

save_dict_to_json

called by 3

tensorflow/vision/model/utils.py

Shape

Function 64

Method 33

Class 10

Languages

Python100%

Modules by API surface

pytorch/vision/utils.py13 symbols

pytorch/nlp/utils.py13 symbols

tensorflow/vision/model/utils.py7 symbols

tensorflow/nlp/model/utils.py7 symbols

pytorch/vision/model/net.py5 symbols

pytorch/vision/model/data_loader.py5 symbols

pytorch/nlp/model/net.py5 symbols

pytorch/nlp/model/data_loader.py5 symbols

tensorflow/vision/model/input_fn.py3 symbols

tensorflow/nlp/build_vocab.py3 symbols

pytorch/nlp/build_vocab.py3 symbols

tensorflow/vision/synthesize_results.py2 symbols

Dependencies from manifests, versioned

tensorflow1.15.0 · 1×

torch1.2 · 1×

For agents

$ claude mcp add cs230-code-examples \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact