Machine Learning for Protein Structure Prediction - AlphaFold2 Architecture - Lecture 2

Machine Learning for Protein Structure Prediction - AlphaFold2 Architecture - Lecture 2

Harvard CMSA via YouTube Direct link

Main topic

3 of 14

3 of 14

Main topic

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Machine Learning for Protein Structure Prediction - AlphaFold2 Architecture - Lecture 2

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  1. 1 Introduction
  2. 2 Starting point
  3. 3 Main topic
  4. 4 Transformer architecture
  5. 5 Attention architecture
  6. 6 MSA Transformer
  7. 7 Building better representations
  8. 8 Dynamically updating representations
  9. 9 Updating pairwise representation
  10. 10 Structure prediction
  11. 11 Motivation
  12. 12 The plan
  13. 13 The attention
  14. 14 The backbone update

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