Machine Learning for Scent

Machine Learning for Scent

https://www.youtube.com/@AAmini/videos via YouTube Direct link

- Introduction

1 of 14

1 of 14

- Introduction

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Machine Learning for Scent

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  1. 1 - Introduction
  2. 2 - Digitizing smell
  3. 3 - The sense of smell
  4. 4 - Problem setup
  5. 5 - Molecule fragrance dataset
  6. 6 - Baseline algorithms
  7. 7 - Graph neural networks
  8. 8 - Molecules to graphs
  9. 9 - Predicting odor descriptors
  10. 10 - The odor embedding space
  11. 11 - Molecular neighbors
  12. 12 - Generalization
  13. 13 - Explaining/interpreting predictions
  14. 14 - Summary and future work

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