https://github.com/murrellgroup/invariantpointattention.jl

Julia implementation of AlphaFold 2's Invariant Point Attention
https://github.com/murrellgroup/invariantpointattention.jl

alphafold2 deep-learning transformer

Last synced: 4 months ago
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Julia implementation of AlphaFold 2's Invariant Point Attention

• Host: GitHub
• URL: https://github.com/murrellgroup/invariantpointattention.jl
• Owner: MurrellGroup
• License: mit
• Created: 2023-07-26T12:44:49.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2025-06-12T09:31:44.000Z (12 months ago)
• Last Synced: 2025-09-06T17:57:57.331Z (9 months ago)
• Topics: alphafold2, deep-learning, transformer
• Language: Julia
• Homepage: https://murrellgroup.github.io/InvariantPointAttention.jl/
• Size: 662 KB
• Stars: 7
• Watchers: 4
• Forks: 4
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# InvariantPointAttention

[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://murrellgroup.github.io/InvariantPointAttention.jl/stable/)

[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://murrellgroup.github.io/InvariantPointAttention.jl/dev/)

[![Build Status](https://github.com/MurrellGroup/InvariantPointAttention.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/MurrellGroup/InvariantPointAttention.jl/actions/workflows/CI.yml?query=branch%3Amain)

[![Coverage](https://codecov.io/gh/MurrellGroup/InvariantPointAttention.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/MurrellGroup/InvariantPointAttention.jl)

This is a Julia implementation of Invariant Point Attention (IPA), which is is defined in the [supplementary information](https://www.nature.com/articles/s41586-021-03819-2#Sec20) of the [AlphaFold 2 paper](https://www.nature.com/articles/s41586-021-03819-2).