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> ML_ARCHITECTURE // ALPHAFOLD-EVOFORMER-PROTEIN-FOLDING_v1.0

Evoformer & Invariant Point Attention (AlphaFold 2)

Specialized biological transformer exchanging information between multiple sequence alignments (MSAs) and residue pair representations with Invariant Point Attention (IPA) operating in SE(3) space.

Structural Biology Transformersmultimodal3d-pointclouds
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Architecture Overview

Specialized biological transformer exchanging information between multiple sequence alignments (MSAs) and residue pair representations with Invariant Point Attention (IPA) operating in SE(3) space.

Implementing Libraries

PyTorchLinux Foundation / PyTorch Foundation · v2.4.1
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Seminal Papers

Highly accurate protein structure prediction with AlphaFold (AlphaFold 2)John Jumper, Richard Evans (2021) · Nature
Architectural Limitations & Constraints
  • Requires compatible deep learning framework and hardware acceleration for efficient execution.