structure-features 0.1.0

Structuring Hidden Features via Clustering of Unit-Level Activation

Structure Features

Welcome to the Structure Features project. This project is based on the research paper: "Structuring Hidden Features via Clustering of Unit-Level Activation Patterns, Sejik Park, 2025"

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🚀 Installation

You can install the library via pip or from source:

pip install structure-features

From source:

git clone https://github.com/Sejik/structure-features
cd structure_features
pip install -e .

For developer, (include code documentation)

pip install -e .[dev]

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📖 Documentation

For a detailed explanation of the library, you can build and serve the documentation using MkDocs:

mkdocs serve

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🧩 Examples

Here is a simple example of how to use the library.

cd examples
python pytorch_example.py   # or timm_example.py, or lightning_example.py

External test code is prepared for updating the code with your ideas.

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Update history

related to branch, commit The related research process can be reviewed on Notion (Sejik's process, Sejik's plan, and Sejik's record).

📜 License

This project is licensed under the Apache License 2.0. This project may include third-party libraries or components. For their licenses, please refer to the respective third-party license notices.

Copyright (c) 2025 Sejik Park