Getting Started
Reviews
Deep learning in genomics
- Deep learning: new computational modelling techniques for genomics (Link)
- Deep learning for inferring transcription factor binding sites
(Link)
TF binding
Classic DL in genomics
Attention-based models in genomics
https://academic.oup.com/bib/advance-article/doi/10.1093/bib/bbaa159/5890498?login=true
Interpretability/Explainability
Advanced Topics
Adversarial training
Adversarial training tutorial
https://adversarial-ml-tutorial.org/
Protein modeling