Machine Learning-Based Design of Proteins

Machine Learning-Based Design of Proteins

Simons Institute via YouTube Direct link

Directed evolution

4 of 15

4 of 15

Directed evolution

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Machine Learning-Based Design of Proteins

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  1. 1 Introduction
  2. 2 Protein engineering
  3. 3 The combinatorial space
  4. 4 Directed evolution
  5. 5 Work synergistically
  6. 6 Predictive models
  7. 7 The problem
  8. 8 Epistemic uncertainty
  9. 9 Library design
  10. 10 Real life example
  11. 11 Optimization problem
  12. 12 Algorithm description
  13. 13 Language of probability
  14. 14 Gene therapy
  15. 15 How we did this

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