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Visualize attention patterns from protein language models on protein structures https://huggingface.co/spaces/AI4PD/hexviz

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title emoji colorFrom colorTo sdk sdk_version python_version app_file pinned tags
Hexviz
👁️🧬
green
purple
streamlit
1.17.0
3.10.5
./hexviz/🧬Attention_Visualization.py
true
protein language models
attention analysis
protein structure
biology

hexviz

Visualize attention pattern on 3D protein structures

Install and run

poetry install

poetry run streamlit run hexviz/streamlit/Attention_On_Structure.py

Export dependecies from poetry

Spaces require dependencies in a requirements.txt file. Export depencies from poetry's pyproject.toml file with:

poetry export -f requirements.txt --output requirements.txt --without-hashes

Acknowledgements

This project builds on the attention visualization introduced and developed in https://github.com/salesforce/provis#provis-attention-visualizer

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Visualize attention patterns from protein language models on protein structures https://huggingface.co/spaces/AI4PD/hexviz

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